The Goldman Sachs Group, Inc. (GS) 10-Q 2021 Q2 Quarterly report

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UNITED STATES SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

Form 10-Q

☒	QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
	For the quarterly period ended June 30, 2021
		or
☐	TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
	For the transition period from	to

Commission File Number:

001-14965

The Goldman Sachs Group, Inc.

(Exact name of registrant as specified in its charter)

Delaware	13-4019460
(State or other jurisdiction of incorporation or organization)	(I.R.S. Employer Identification No.)
200 West Street, New York, N.Y.	10282
(Address of principal executive offices)	(Zip Code)

(212)

902-1000

(Registrant’s telephone number, including area code)

Securities registered pursuant to Section 12(b) of the Act:

Title of each class	Trading Symbol	Exchange on which registered
Common stock, par value $.01 per share	GS	NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate Non-Cumulative Preferred Stock, Series A	GS PrA	NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate Non-Cumulative Preferred Stock, Series C	GS PrC	NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate Non-Cumulative Preferred Stock, Series D	GS PrD	NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 5.50% Fixed-to-Floating Rate Non-Cumulative Preferred Stock, Series J	GS PrJ	NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 6.375% Fixed-to-Floating Rate Non-Cumulative Preferred Stock, Series K	GS PrK	NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 6.30% Non-Cumulative Preferred Stock, Series N	GS PrN	NYSE
5.793% Fixed-to-Floating Rate Normal Automatic Preferred Enhanced Capital Securities of Goldman Sachs Capital II	GS/43PE	NYSE
Floating Rate Normal Automatic Preferred Enhanced Capital Securities of Goldman Sachs Capital III	GS/43PF	NYSE
Medium-Term Notes, Series F, Callable Fixed and Floating Rate Notes due 2031 of GS Finance Corp.	GS/31B	NYSE
Medium-Term Notes, Series E, Index-Linked Notes due 2028 of GS Finance Corp.	FRLG	NYSE Arca

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. ☒ Yes ☐ No

Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation

S-T

(§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). ☒ Yes ☐ No

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a

non-accelerated

filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in

Rule 12b-2

of the Exchange Act.

Large accelerated filer ☒ Accelerated filer ☐ Non-accelerated filer ☐ Smaller reporting company ☐ Emerging growth company ☐

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ☐

Indicate by check mark whether the registrant is a shell company (as defined in

Rule 12b-2

of the Exchange Act). ☐ Yes ☒ No

As of July 23, 2021, there were 337,097,488 shares of the registrant’s common stock outstanding.

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

QUARTERLY REPORT ON FORM 10-Q FOR THE QUARTER ENDED JUNE 30, 2021

INDEX

Form 10-Q Item Number	Page No.
PART I
FINANCIAL INFORMATION		1
Item 1
Financial Statements (Unaudited)		1
Consolidated Statements of Earnings		1
Consolidated Statements of Comprehensive Income		1
Consolidated Balance Sheets		2
Consolidated Statements of Changes in Shareholders’ Equity		3
Consolidated Statements of Cash Flows		4
Notes to Consolidated Financial Statements		5
Note 1.   Description of Business		5
Note 2.   Basis of Presentation		5
Note 3.   Significant Accounting Policies		6
Note 4.   Fair Value Measurements		11
Note 5.   Trading Assets and Liabilities		16
Note 6.   Trading Cash Instruments		17
Note 7.   Derivatives and Hedging Activities		20
Note 8.   Investments		30
Note 9.   Loans		36
Note 10. Fair Value Option		46
Note 11. Collateralized Agreements and Financings		51
Note 12. Other Assets		55
Note 13. Deposits		57
Note 14. Unsecured Borrowings		58
Note 15. Other Liabilities		61
Note 16. Securitization Activities		61
Note 17. Variable Interest Entities		63
Note 18. Commitments, Contingencies and Guarantees		66
Note 19. Shareholders’ Equity		70
Note 20. Regulation and Capital Adequacy		73
Note 21. Earnings Per Common Share		81
Note 22. Transactions with Affiliated Funds		81
Note 23. Interest Income and Interest Expense		82
Note 24. Income Taxes		82
Note 25. Business Segments		83
Note 26. Credit Concentrations		86
Note 27. Legal Proceedings		86

	Page No.
Report of Independent Registered Public Accounting Firm		95
Statistical Disclosures		96
Item 2
Management’s Discussion and Analysis of Financial Condition and Results of Operations		98
Introduction		98
Executive Overview		98
Business Environment		99
Critical Accounting Policies		100
Use of Estimates		102
Recent Accounting Developments		102
Results of Operations		102
Balance Sheet and Funding Sources		120
Equity Capital Management and Regulatory Capital		123
Regulatory and Other Matters		127
Off-Balance Sheet Arrangements and Contractual Obligations		130
Risk Management		131
Overview and Structure of Risk Management		131
Liquidity Risk Management		137
Market Risk Management		143
Credit Risk Management		147
Operational Risk Management		156
Model Risk Management		157
Available Information		158
Cautionary Statement Pursuant to the U.S. Private Securities Litigation Reform Act of 1995		159
Item 3
Quantitative and Qualitative Disclosures About Market Risk		162
Item 4
Controls and Procedures		162
PART II
OTHER INFORMATION		162
Item 1
Legal Proceedings		162
Item 2
Unregistered Sales of Equity Securities and Use of Proceeds		162
Item 6
Exhibits		163
SIGNATURES		163

Goldman Sachs June 2021 Form 10-Q

PART I. FINANCIAL INFORMATION

Item 1.    Financial Statements (Unaudited)

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Consolidated Statements of Earnings

(Unaudited)

	Three Months Ended June				Six Months Ended June
in millions, except per share amounts		2021		2020		2021		2020
Revenues
Investment banking		$  3,450		$  2,733		$  7,016		$  4,475
Investment management		1,905		1,635		3,701		3,403
Commissions and fees		833		875		1,906		1,895
Market making		3,274		5,787		9,167		9,469
Other principal transactions		4,297		1,321		8,191		539
Total non-interest revenues		13,759		12,351		29,981		19,781
Interest income		2,939		3,034		5,993		7,784
Interest expense		1,310		2,090		2,882		5,527
Net interest income		1,629		944		3,111		2,257
Total net revenues		15,388		13,295		33,092		22,038
Provision for credit losses		(92	)	1,590		(162	)	2,527
Operating expenses
Compensation and benefits		5,263		4,478		11,306		7,713
Transaction based		1,125		1,014		2,381		2,044
Market development		115		89		195		242
Communications and technology		371		345		746		666
Depreciation and amortization		520		499		1,018		936
Occupancy		241		233		488		471
Professional fees		344		311		704		658
Other expenses		661		3,445		1,239		4,142
Total operating expenses		8,640		10,414		18,077		16,872
Pre-tax earnings		6,840		1,291		15,177		2,639
Provision for taxes		1,354		918		2,855		1,053
Net earnings		5,486		373		12,322		1,586
Preferred stock dividends		139		176		264		266
Net earnings applicable to common shareholders		$  5,347		$     197		$12,058		$  1,320
Earnings per common share
Basic		$  15.22		$    0.53		$  34.06		$    3.66
Diluted		$  15.02		$    0.53		$  33.64		$    3.66
Average common shares
Basic		350.8		355.7		353.6		356.8
Diluted		356.0		355.7		358.4		356.8

Consolidated Statements of Comprehensive Income

(Unaudited)

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Net earnings		$  5,486		$     373			$12,322		$  1,586
Other comprehensive income/(loss) adjustments, net of tax:
Currency translation		(16	)	(44	)		(16	)	(61	)
Debt valuation adjustment		117		(2,218	)		98		696
Pension and postretirement liabilities		0		(4	)		7		3
Available-for-sale securities		84		(12	)		(544	)	505
Other comprehensive income/(loss)		185		(2,278	)		(455	)	1,143
Comprehensive income/(loss)		$  5,671		$(1,905	)		$11,867		$  2,729

The accompanying notes are an integral part of these consolidated financial statements.

1 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Consolidated Balance Sheets

(Unaudited)

	As of
$ in millions		June 2021		December 2020
Assets
Cash and cash equivalents		$     240,289		$   155,842
Collateralized agreements:
Securities purchased under agreements to resell (at fair value)		154,123		108,060
Securities borrowed (includes $41,076 and $28,898at fair value)		196,254		142,160
Customer and other receivables (includes $57 and $82 at fair value)		162,094		121,331
Trading assets (at fair value and includes $74,597 and $69,031 pledged as collateral)		375,917		393,630
Investments (includes $85,021 and $82,778 at fair value, and $13,266 and $13,375 pledged as collateral)		90,727		88,445
Loans (net of allowance of $3,271 and $3,874, and includes $12,516 and $13,625 at fair value)		130,537		116,115
Other assets		37,981		37,445
Total assets		$1,387,922		$1,163,028
Liabilities and shareholders’ equity
Deposits (includes $33,558 and $16,176 at fair value)		$     306,142		$   259,962
Collateralized financings:
Securities sold under agreements to repurchase (at fair value)		151,692		126,571
Securities loaned (includes $6,301 and $1,053 at fair value)		38,157		21,621
Other secured financings (includes $26,170 and $24,126 at fair value)		27,633		25,755
Customer and other payables		238,697		190,658
Trading liabilities (at fair value)		199,093		153,727
Unsecured short-term borrowings (includes $31,871 and $26,750 at fair value)		61,740		52,870
Unsecured long-term borrowings (includes $44,396 and $40,911 at fair value)		238,930		213,481
Other liabilities (includes $164 and $263 at fair value)		23,948		22,451
Total liabilities		1,286,032		1,067,096
Commitments, contingencies and guarantees		0		0
Shareholders’ equity
Preferred stock; aggregate liquidation preference of $9,203 and $11,203		9,203		11,203
Common stock; 906,379,865 and 901,692,039 shares issued, and 337,276,277 and 344,088,725 shares outstanding		9		9
Share-based awards		3,759		3,468
Nonvoting common stock; no shares issued and outstanding		0		0
Additional paid-in capital		56,390		55,679
Retained earnings		124,051		112,947
Accumulated other comprehensive loss		(1,889	)	(1,434	)
Stock held in treasury, at cost; 569,103,590 and 557,603,316 shares		(89,633	)	(85,940	)
Total shareholders’ equity		101,890		95,932
Total liabilities and shareholders’ equity		$1,387,922		$1,163,028

The accompanying notes are an integral part of these consolidated financial statements.

Goldman Sachs June 2021 Form 10-Q 2

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Consolidated Statements of Changes in Shareholders’ Equity

(Unaudited)

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Preferred stock
Beginning balance		$    9,203		$  11,203			$  11,203		$  11,203
Issued		675		0			675		350
Redeemed		(675	)	0			(2,675	)	(350	)
Ending balance		9,203		11,203			9,203		11,203
Common stock
Beginning balance		9		9			9		9
Issued		0		0			0		0
Ending balance		9		9			9		9
Share-based awards
Beginning balance		3,608		3,037			3,468		3,195
Issuance and amortization of share-based awards		219		197			1,978		1,594
Delivery of common stock underlying share-based awards		(7	)	(17	)		(1,604	)	(1,564	)
Forfeiture of share-based awards		(61	)	(14	)		(83	)	(22	)
Ending balance		3,759		3,203			3,759		3,203
Additional paid-in capital
Beginning balance		56,340		55,621			55,679		54,883
Delivery of common stock underlying share-based awards		63		32			1,653		1,573
Cancellation of share-based awards in satisfaction of withholding tax requirements		(32	)	(16	)		(969	)	(819	)
Issuance costs of redeemed preferred stock		19		0			26		0
Other		0		0			1		0
Ending balance		56,390		55,637			56,390		55,637
Retained earnings
Beginning balance, as previously reported		119,210		106,501			112,947		106,465
Cumulative effect of change in accounting principle for current expected credit losses, net of tax		0		0			0		(638	)
Beginning balance, adjusted		119,210		106,501			112,947		105,827
Net earnings		5,486		373			12,322		1,586
Accretion of redeemable noncontrolling interests		(65	)	0			(65	)	0
Dividends and dividend equivalents declared on common stock and share-based awards		(441	)	(450	)		(889	)	(899	)
Dividends declared on preferred stock		(119	)	(176	)		(223	)	(265	)
Preferred stock redemption premium		(20	)	0			(41	)	(1	)
Ending balance		124,051		106,248			124,051		106,248
Accumulated other comprehensive income/(loss)
Beginning balance		(2,074	)	1,937			(1,434	)	(1,484	)
Other comprehensive income/(loss)		185		(2,278	)		(455	)	1,143
Ending balance		(1,889	)	(341	)		(1,889	)	(341	)
Stock held in treasury, at cost
Beginning balance		(88,632	)	(85,929	)		(85,940	)	(84,006	)
Repurchased		(1,000	)	0			(3,700	)	(1,928	)
Reissued		0		0			10		10
Other		(1	)	(1	)		(3	)	(6	)
Ending balance		(89,633	)	(85,930	)		(89,633	)	(85,930	)
Total shareholders’ equity		$101,890		$  90,029			$101,890		$  90,029

The accompanying notes are an integral part of these consolidated financial statements.

3 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Consolidated Statements of Cash Flows

(Unaudited)

	Six Months Ended June
$ in millions		2021		2020
Cash flows from operating activities
Net earnings		$  12,322		$    1,586
Adjustments to reconcile net earnings to net cash provided by/(used for) operating activities:
Depreciation and amortization		1,018		936
Share-based compensation		1,961		1,580
Gain related to extinguishment of unsecured borrowings		0		(1	)
Provision for credit losses		(162	)	2,527
Changes in operating assets and liabilities:
Customer and other receivables and payables, net		7,272		(7,490	)
Collateralized transactions (excluding other secured financings), net		(58,500	)	(79,763	)
Trading assets		17,387		(38,234	)
Trading liabilities		45,064		53,472
Loans held for sale, net		435		2,026
Other, net		(11,513	)	(1,317	)
Net cash provided by/(used for) operating activities		15,284		(64,678	)
Cash flows from investing activities
Purchase of property, leasehold improvements and equipment		(2,665	)	(3,908	)
Proceeds from sales of property, leasehold improvements and equipment		735		822
Purchase of investments		(19,716	)	(28,287	)
Proceeds from sales and paydowns of investments		23,569		15,643
Loans (excluding loans held for sale), net		(13,631	)	(12,699	)
Net cash used for investing activities		(11,708	)	(28,429	)
Cash flows from financing activities
Unsecured short-term borrowings, net		7,513		5,449
Other secured financings (short-term), net		2,992		4,250
Proceeds from issuance of other secured financings (long-term)		2,879		3,813
Repayment of other secured financings (long-term), including the current portion		(1,500	)	(997	)
Purchase of Trust Preferred securities		0		(11	)
Proceeds from issuance of unsecured long-term borrowings		52,897		32,099
Repayment of unsecured long-term borrowings, including the current portion		(23,136	)	(28,704	)
Derivative contracts with a financing element, net		302		249
Deposits, net		46,334		79,525
Preferred stock redemption		(2,675	)	(350	)
Common stock repurchased		(3,700	)	(1,928	)
Settlement of share-based awards in satisfaction of withholding tax requirements		(970	)	(820	)
Dividends and dividend equivalents paid on common stock, preferred stock and share-based awards		(1,111	)	(1,164	)
Proceeds from issuance of preferred stock, net of issuance costs		675		349
Other financing, net		371		400
Net cash provided by financing activities		80,871		92,160
Net increase/(decrease) in cash and cash equivalents		84,447		(947	)
Cash and cash equivalents, beginning balance		155,842		133,546
Cash and cash equivalents, ending balance		$240,289		$132,599
Supplemental disclosures:
Cash payments for interest, net of capitalized interest		$    3,023		$    5,855
Cash payments for income taxes, net		$    3,299		$       773

See Notes 12 and 16 for information about

non-cash

activities.

The accompanying notes are an integral part of these consolidated financial statements.

Goldman Sachs June 2021 Form 10-Q 4

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Note 1.

Description of Business

The Goldman Sachs Group, Inc. (Group Inc. or parent company), a Delaware corporation, together with its consolidated subsidiaries (collectively, the firm), is a leading global financial institution that delivers a broad range of financial services across investment banking, securities, investment management and consumer banking to a large and diversified client base that includes corporations, financial institutions, governments and individuals. Founded in 1869, the firm is headquartered in New York and maintains offices in all major financial centers around the world.

The firm reports its activities in 4 business segments:

Investment Banking

The firm provides a broad range of investment banking services to a diverse group of corporations, financial institutions, investment funds and governments. Services include strategic advisory assignments with respect to mergers and acquisitions, divestitures, corporate defense activities, restructurings and spin-offs, and equity and debt underwriting of public offerings and private placements. The firm also provides lending to corporate clients, including relationship lending, middle-market lending and acquisition financing. The firm also provides transaction banking services to certain corporate clients.

Global Markets

The firm facilitates client transactions and makes markets in fixed income, equity, currency and commodity products with institutional clients, such as corporations, financial institutions, investment funds and governments. The firm also makes markets in and clears institutional client transactions on major stock, options and futures exchanges worldwide and provides prime brokerage and other equities financing activities, including securities lending, margin lending and swaps. The firm also provides financing to clients through securities purchased under agreements to resell (resale agreements), and through structured credit, warehouse and asset-backed lending.

Asset Management

The firm manages assets and offers investment products (primarily through separately managed accounts and commingled vehicles, such as mutual funds and private investment funds) across all major asset classes to a diverse set of institutional clients and a network of third-party distributors around the world. The firm makes equity investments, which include alternative investing activities related to public and private equity investments in corporate, real estate and infrastructure assets, as well as investments through consolidated investment entities, substantially all of which are engaged in real estate investment activities. The firm also invests in corporate debt and provides financing for real estate and other assets.

Consumer & Wealth Management

The firm provides investing and wealth advisory solutions, including financial planning and counseling, executing brokerage transactions and managing assets for individuals in its wealth management business. The firm also provides loans, accepts deposits and provides investing services through its consumer banking digital platform,

Marcus by Goldman Sachs

, and through its private bank, as well as issues credit cards to consumers.

Note 2.

Basis of Presentation

These consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States (U.S. GAAP) and include the accounts of Group Inc. and all other entities in which the firm has a controlling financial interest. Intercompany transactions and balances have been eliminated.

These consolidated financial statements are unaudited and should be read in conjunction with the audited consolidated financial statements included in the firm’s Annual Report on

Form 10-K

for the year ended December 31, 2020. References to “the 2020

Form 10-K”

are to the firm’s Annual Report on

Form 10-K

for the year ended December 31, 2020. Certain disclosures included in the annual financial statements have been condensed or omitted from these financial statements as they are not required for interim financial statements under U.S. GAAP and the rules of the Securities and Exchange Commission.

These unaudited consolidated financial statements reflect all adjustments that are, in the opinion of management, necessary for a fair statement of the results for the interim periods presented. These adjustments are of a normal, recurring nature. Interim period operating results may not be indicative of the operating results for a full year.

All references to June 2021, March 2021 and June 2020 refer to the firm’s periods ended, or the dates, as the context requires, June 30, 2021, March 31, 2021 and June 30, 2020, respectively. All references to December 2020 refer to the date December 31, 2020. Any reference to a future year refers to a year ending on December 31 of that year. Certain reclassifications have been made to previously reported amounts to conform to the current presentation.

In the fourth quarter of 2020, brokerage, clearing, exchange and distribution fees was renamed transaction based and additionally includes expenses resulting from completed transactions, which are directly related to client revenues. Such expenses were previously reported in other expenses. Previously reported amounts have been conformed to the current presentation.

5 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Note 3.

Significant Accounting Policies

The firm’s significant accounting policies include when and how to measure the fair value of assets and liabilities, measuring the allowance for credit losses on loans and lending commitments accounted for at amortized cost, and when to consolidate an entity. See Note 4 for policies on fair value measurements, Note 9 for policies on the allowance for credit losses, and below and Note 17 for policies on consolidation accounting. All other significant accounting policies are either described below or included in the following footnotes:

Fair Value Measurements	Note 4
Trading Assets and Liabilities	Note 5
Trading Cash Instruments	Note 6
Derivatives and Hedging Activities	Note 7
Investments	Note 8
Loans	Note 9
Fair Value Option	Note 10
Collateralized Agreements and Financings	Note 11
Other Assets	Note 12
Deposits	Note 13
Unsecured Borrowings	Note 14
Other Liabilities	Note 15
Securitization Activities	Note 16
Variable Interest Entities	Note 17
Commitments, Contingencies and Guarantees	Note 18
Shareholders’ Equity	Note 19
Regulation and Capital Adequacy	Note 20
Earnings Per Common Share	Note 21
Transactions with Affiliated Funds	Note 22
Interest Income and Interest Expense	Note 23
Income Taxes	Note 24
Business Segments	Note 25
Credit Concentrations	Note 26
Legal Proceedings	Note 27

Consolidation

The firm consolidates entities in which the firm has a controlling financial interest. The firm determines whether it has a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity or a variable interest entity (VIE).

Voting Interest Entities.

Voting interest entities are entities in which (i) the total equity investment at risk is sufficient to enable the entity to finance its activities independently and (ii) the equity holders have the power to direct the activities of the entity that most significantly impact its economic performance, the obligation to absorb the losses of the entity and the right to receive the residual returns of the entity. The usual condition for a controlling financial interest in a voting interest entity is ownership of a majority voting interest. If the firm has a controlling majority voting interest in a voting interest entity, the entity is consolidated.

Variable Interest Entities.

A VIE is an entity that lacks one or more of the characteristics of a voting interest entity. The firm has a controlling financial interest in a VIE when the firm has a variable interest or interests that provide it with (i) the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and (ii) the obligation to absorb losses of the VIE or the right to receive benefits from the VIE that could potentially be significant to the VIE. See Note 17 for further information about VIEs.

Equity-Method Investments.

When the firm does not have a controlling financial interest in an entity but can exert significant influence over the entity’s operating and financial policies, the investment is generally accounted for at fair value by electing the fair value option available under U.S. GAAP. Significant influence generally exists when the firm owns 20% to 50% of the entity’s common stock or

in-substance

common stock.

In certain cases, the firm applies the equity method of accounting to new investments that are strategic in nature or closely related to the firm’s principal business activities, when the firm has a significant degree of involvement in the cash flows or operations of the investee or when cost-benefit considerations are less significant. See Note 8 for further information about equity-method investments.

Goldman Sachs June 2021 Form 10-Q 6

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Investment Funds.

The firm has formed investment funds with third-party investors. These funds are typically organized as limited partnerships or limited liability companies for which the firm acts as general partner or manager. Generally, the firm does not hold a majority of the economic interests in these funds. These funds are usually voting interest entities and generally are not consolidated because third-party investors typically have rights to terminate the funds or to remove the firm as general partner or manager. Investments in these funds are generally measured at net asset value (NAV) and are included in investments. See Notes 8, 18 and 22 for further information about investments in fund

s

.

Use of Estimates

Preparation of these consolidated financial statements requires management to make certain estimates and assumptions, the most important of which relate to fair value measurements, the allowance for credit losses on loans and lending commitments accounted for at amortized cost, discretionary compensation accruals, accounting for goodwill and identifiable intangible assets, provisions for losses that may arise from litigation and regulatory proceedings (including governmental investigations), and provisions for losses that may arise from tax audits. These estimates and assumptions are based on the best available information but actual results could be materially different.

Revenue Recognition

Financial Assets and Liabilities at Fair Value.

Trading assets and liabilities and certain investments are carried at fair value either under the fair value option or in accordance with other U.S. GAAP. In addition, the firm has elected to account for certain of its loans and other financial assets and liabilities at fair value by electing the fair value option. The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. Fair value gains or losses are generally included in market making or other principal transactions. See Note 4 for further information about fair value measurements.

Revenue from Contracts with Clients.

The firm recognizes revenue earned from contracts with clients for services, such as investment banking, investment management, and execution and clearing (contracts with clients), when the performance obligations related to the underlying transaction are completed.

Revenues from contracts with clients represent approximately 40% of total

non-interest

revenues for both the three and six months ended June 2021 (including approximately 85% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees), and

approximately

40% of total

non-interest

revenues for the three months ended June 2020 and

approximately

45% for the six months ended June 2020 (including approximately 85% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees). See Note 25 for information about net revenues by business segment.

Investment Banking

Advisory.

Fees from financial advisory assignments are recognized in revenues when the services related to the underlying transaction are completed under the terms of the assignment.

Non-refundable

deposits and milestone payments in connection with financial advisory assignments are recognized in revenues upon completion of the underlying transaction or when the assignment is otherwise concluded.

Expenses associated with financial advisory assignments are recognized when incurred and are included in transaction based expenses. Client reimbursements for such expenses are included in investment banking revenues.

Underwriting.

Fees from underwriting assignments are recognized in revenues upon completion of the underlying transaction based on the terms of the assignment.

Expenses associated with underwriting assignments are generally deferred until the related revenue is recognized or the assignment is otherwise concluded. Such expenses are included in transaction based expenses for completed assignments.

7 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Investment Management

The firm earns management fees and incentive fees for investment management services, which are included in investment management revenues. The firm makes payments to brokers and advisors related to the placement of the firm’s investment funds (distribution fees), which are included in transaction based expenses.

Management Fees.

Management fees for mutual funds are calculated as a percentage of daily net asset value and are received monthly. Management fees for hedge funds and separately managed accounts are calculated as a percentage of

month-end

net asset value and are generally received quarterly. Management fees for private equity funds are calculated as a percentage of monthly invested capital or committed capital and are received quarterly, semi-annually or annually, depending on the fund. Management fees are recognized over time in the period the services are provided.

Distribution fees paid by the firm are calculated based on either a percentage of the management fee, the investment fund’s net asset value or the committed capital. Such fees are included in transaction based expenses.

Incentive Fees.

Incentive fees are calculated as a percentage of a fund’s or separately managed account’s return, or excess return above a specified benchmark or other performance target. Incentive fees are generally based on investment performance over a twelve-month period or over the life of a fund. Fees that are based on performance over a twelve-month period are subject to adjustment prior to the end of the measurement period. For fees that are based on investment performance over the life of the fund, future investment underperformance may require fees previously distributed to the firm to be returned to the fund.

Incentive fees earned from a fund or separately managed account are recognized when it is probable that a significant reversal of such fees will not occur, which is generally when such fees are no longer subject to fluctuations in the market value of investments held by the fund or separately managed account. Therefore, incentive fees recognized during the period may relate to performance obligations satisfied in previous periods.

Commissions and Fees

The firm earns commissions and fees from executing and clearing client transactions on stock, options and futures markets, as well as

over-the-counter

(OTC) transactions. Commissions and fees are recognized on the day the trade is executed. The firm also provides third-party research services to clients in connection with certain soft-dollar arrangements. Third-party research costs incurred by the firm in connection with such arrangements are presented net within commissions and fees.

Remaining Performance Obligations

Remaining performance obligations are services that the firm has committed to perform in the future in connection with its contracts with clients. The firm’s remaining performance obligations are generally related to its financial advisory assignments and certain investment management activities. Revenues associated with remaining performance obligations relating to financial advisory assignments cannot be determined until the outcome of the transaction. For the firm’s investment management activities, where fees are calculated based on the net asset value of the fund or separately managed account, future revenues associated with such remaining performance obligations cannot be determined as such fees are subject to fluctuations in the market value of investments held by the fund or separately managed account.

The firm is able to determine the future revenues associated with management fees calculated based on committed capital. As of June 2021, substantially all future net revenues associated with such remaining performance obligations will be recognized through 2028. Annual revenues associated with such performance obligations average less than $250 million through 2028.

Transfers of Financial Assets

Transfers of financial assets are accounted for as sales when the firm has relinquished control over the assets transferred. For transfers of financial assets accounted for as sales, any gains or losses are recognized in net revenues. Assets or liabilities that arise from the firm’s continuing involvement with transferred financial assets are initially recognized at fair value. For transfers of financial assets that are not accounted for as sales, the assets are generally included in trading assets and the transfer is accounted for as a collateralized financing, with the related interest expense recognized over the life of the transaction. See Note 11 for further information about transfers of financial assets accounted for as collateralized financings and Note 16 for further information about transfers of financial assets accounted for as sales.

Goldman Sachs June 2021 Form 10-Q 8

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Cash and Cash Equivalents

The firm defines cash equivalents as highly liquid overnight deposits held in the ordinary course of business. Cash and cash equivalents included cash and due from banks of $17.34 billion as of June 2021 and $11.95 billion as of December 2020. Cash and cash equivalents also included interest-bearing deposits with banks of $222.95 billion as of June 2021 and $143.89 billion as of December 2020.

The firm segregates cash for regulatory and other purposes related to client activity. Cash and cash equivalents segregated for regulatory and other purposes were $23.38 billion as of June 2021 and $24.52 billion as of December 2020. In addition, the firm segregates securities for regulatory and other purposes related to client activity. See Note 11 for further information about segregated securities.

Customer and Other Receivables

Customer and other receivables included receivables from customers and counterparties of $104.23 billion as of June 2021 and $82.39 billion as of December 2020, and receivables from brokers, dealers and clearing organizations of $57.86 billion as of June 2021 and $38.94 billion as of December 2020. Such receivables primarily consist of customer margin loans, receivables resulting from unsettled transactions and collateral posted in connection with certain derivative transactions.

Substantially all of these receivables are accounted for at amortized cost net of any allowance for credit losses, which generally approximates fair value. As these receivables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these receivables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both June 2021 and December 2020. See Note 10 for further information about customer and other receivables accounted for at fair value under the fair value option. Interest on customer and other receivables is recognized over the life of the transaction and included in interest income.

Customer and other receivables includes receivables from contracts with clients and contract assets. Contract assets represent the firm’s right to receive consideration for services provided in connection with its contracts with clients for which collection is conditional and not merely subject to the passage of time. The firm’s receivables from contracts with clients were $3.08 billion as of June 2021 and $2.60 billion as of December 2020. As of both June 2021 and December 2020 contract assets were not material.

Customer and Other Payables

Customer and other payables included payables to customers and counterparties of $217.74 billion as of June 2021 and $183.57 billion as of December 2020, and payables to brokers, dealers and clearing organizations of $20.96 billion as of June 2021 and $7.09 billion as of December 2020. Such payables primarily consist of customer credit balances related to the firm’s prime brokerage activities. Customer and other payables are accounted for at cost plus accrued interest, which generally approximates fair value. As these payables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these payables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both June 2021 and December 2020. Interest on customer and other payables is recognized over the life of the transaction and included in interest expense.

Offsetting Assets and Liabilities

To reduce credit exposures on derivatives and securities financing transactions, the firm may enter into master netting agreements or similar arrangements (collectively, netting agreements) with counterparties that permit it to offset receivables and payables with such counterparties. A netting agreement is a contract with a counterparty that permits net settlement of multiple transactions with that counterparty, including upon the exercise of termination rights by a

non-defaulting

party. Upon exercise of such termination rights, all transactions governed by the netting agreement are terminated and a net settlement amount is calculated. In addition, the firm receives and posts cash and securities collateral with respect to its derivatives and securities financing transactions, subject to the terms of the related credit support agreements or similar arrangements (collectively, credit support agreements). An enforceable credit support agreement grants the

non-defaulting

party exercising termination rights the right to liquidate the collateral and apply the proceeds to any amounts owed. In order to assess enforceability of the firm’s right of setoff under netting and credit support agreements, the firm evaluates various factors, including applicable bankruptcy laws, local statutes and regulatory provisions in the jurisdiction of the parties to the agreement.

9 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Derivatives are reported on a

net-by-counterparty

basis (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) in the consolidated balance sheets when a legal right of setoff exists under an enforceable netting agreement. Resale agreements and securities sold under agreements to repurchase (repurchase agreements) and securities borrowed and loaned transactions with the same term and currency are presented on a

net-by-counterparty

basis in the consolidated balance sheets when such transactions meet certain settlement criteria and are subject to netting agreements.

In the consolidated balance sheets, derivatives are reported net of cash collateral received and posted under enforceable credit support agreements, when transacted under an enforceable netting agreement. In the consolidated balance sheets, resale and repurchase agreements, and securities borrowed and loaned, are not reported net of the related cash and securities received or posted as collateral. See Note 11 for further information about collateral received and pledged, including rights to deliver or repledge collateral. See Notes 7 and 11 for further information about offsetting assets and liabilities.

Share-Based Compensation

The cost of employee services received in exchange for a share-based award is generally measured based on the grant-date fair value of the award. Share-based awards that do not require future service (i.e., vested awards, including awards granted to retirement-eligible employees) are expensed immediately. Share-based awards that require future service are amortized over the relevant service period. Forfeitures are recorded when they occur.

Cash dividend equivalents paid on restricted stock units (RSUs) are generally charged to retained earnings. If RSUs that require future service are forfeited, the related dividend equivalents originally charged to retained earnings are reclassified to compensation expense in the period in which forfeiture occurs.

The firm generally issues new shares of common stock upon delivery of share-based awards. In certain cases, primarily related to conflicted employment (as outlined in the applicable award agreements), the firm may cash settle share-based compensation awards accounted for as equity instruments. For these awards, whose terms allow for cash settlement, additional

paid-in

capital is adjusted to the extent of the difference between the value of the award at the time of cash settlement and the grant-date value of the award. The tax effect related to the settlement of share-based awards is recorded in income tax benefit or expense.

Foreign Currency Translation

Assets and liabilities denominated in

non-U.S.

currencies are translated at rates of exchange prevailing on the date of the consolidated balance sheets and revenues and expenses are translated at average rates of exchange for the period. Foreign currency remeasurement gains or losses on transactions in nonfunctional currencies are recognized in earnings. Gains or losses on translation of the financial statements of a

non-U.S.

operation, when the functional currency is other than the U.S. dollar, are included, net of hedges and taxes, in the consolidated statements of comprehensive income.

Recent Accounting Developments

Measurement of Credit Losses on Financial Instruments (ASC 326).

In June 2016, the FASB issued ASU

No. 2016-13,

“Financial Instruments — Credit Losses (Topic 326) — Measurement of Credit Losses on Financial Instruments.” This ASU amends several aspects of the measurement of credit losses on certain financial instruments, including replacing the existing incurred credit loss model and other models with the Current Expected Credit Losses (CECL) model and amending certain aspects of accounting for purchased financial assets with deterioration in credit quality since origination.

The firm adopted this ASU in January 2020 under a modified retrospective approach. As a result of adopting this ASU, the firm’s allowance for credit losses on financial assets and commitments that are measured at amortized cost reflects management’s estimate of credit losses over the remaining expected life of such assets. Expected credit losses for newly recognized financial assets and commitments, as well as changes to expected credit losses during the period, are recognized in earnings. These expected credit losses are measured based on historical experience, current conditions and forecasts that affect the collectability of the reported amount.

The cumulative effect of measuring the allowance under CECL as a result of adopting this ASU as of January 1, 2020 was an increase in the allowance for credit losses of $848 million. The increase in the allowance is driven by the fact that the allowance under CECL covers expected credit losses over the full expected life of the loan portfolios and also takes into account forecasts of expected future economic conditions. In addition, in accordance with the ASU, the firm elected the fair value option for loans that were previously accounted for as Purchased Credit Impaired (PCI), which resulted in a decrease to the allowance for PCI loans of $169 million. The cumulative effect of adopting this ASU was a decrease to retained earnings of $638 million (net of tax).

Goldman Sachs June 2021 Form 10-Q 10

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Facilitation of the Effects of Reference Rate Reform on Financial Reporting (ASC 848).

In March 2020, the FASB issued ASU

No. 2020-04,

“Reference Rate Reform — Facilitation of the Effects of Reference Rate Reform on Financial Reporting.” This ASU provides optional relief from applying generally accepted accounting principles to contracts, hedging relationships and other transactions affected by reference rate reform. In addition, in January 2021 the FASB issued ASU

No. 2021-01

,

“Reference Rate Reform — Scope,” which clarified the scope of ASC 848 relating to contract modifications. The firm adopted these ASUs upon issuance and elected to apply the relief available to certain modified derivatives. The adoption of these ASUs did not have a material impact on the firm’s consolidated financial statements.

Note 4.

Fair Value Measurements

The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. The firm measures certain financial assets and liabilities as a portfolio (i.e., based on its net exposure to market and/or credit risk

s

).

The best evidence of fair value is a quoted price in an active market. If quoted prices in active markets are not available, fair value is determined by reference to prices for similar instruments, quoted prices or recent transactions in less active markets, or internally developed models that primarily use market-based or independently sourced inputs, including, but not limited to, interest rates, volatilities, equity or debt prices, foreign exchange rates, commodity prices, credit spreads and funding spreads (i.e., the spread or difference between the interest rate at which a borrower could finance a given financial instrument relative to a benchmark interest rate).

U.S. GAAP has a three-level hierarchy for disclosure of fair value measurements. This hierarchy prioritizes inputs to the valuation techniques used to measure fair value, giving the highest priority to level 1 inputs and the lowest priority to level 3 inputs. A financial instrument’s level in this hierarchy is based on the lowest level of input that is significant to its fair value measurement. In evaluating the significance of a valuation input, the firm considers, among other factors, a portfolio’s net risk exposure to that input. The fair value hierarchy is as follows:

Level 1.

Inputs are unadjusted quoted prices in active markets to which the firm had access at the measurement date for identical, unrestricted assets or liabilities.

Level 2.

Inputs to valuation techniques are observable, either directly or indirectly.

Level 3.

One or more inputs to valuation techniques are significant and unobservable.

The fair values for substantially all of the firm’s financial assets and liabilities are based on observable prices and inputs and are classified in levels 1 and 2 of the fair value hierarchy. Certain level 2 and level 3 financial assets and liabilities may require valuation adjustments that a market participant would require to arrive at fair value for factors, such as counterparty and the firm’s credit quality, funding risk, transfer restrictions, liquidity and bid/offer spreads. Valuation adjustments are generally based on market evidence.

The valuation techniques and nature of significant inputs used to determine the fair value of the firm’s financial instruments are described below. See Notes 5 through 10 for further information about significant unobservable inputs used to value level 3 financial instruments.

11 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Valuation Techniques and Significant Inputs for Trading Cash Instruments, Investments and Loans

Level 1.

Level 1 instruments include U.S. government obligations, most

non-U.S.

government obligations, certain agency obligations, certain corporate debt instruments, certain money market instruments and actively traded listed equities. These instruments are valued using quoted prices for identical unrestricted instruments in active markets. The firm defines active markets for equity instruments based on the average daily trading volume both in absolute terms and relative to the market capitalization for the instrument. The firm defines active markets for debt instruments based on both the average daily trading volume and the number of days with trading activity.

Level 2.

Level 2 instruments include certain

non-U.S.

government obligations, most agency obligations, most mortgage-backed loans and securities, most corporate debt instruments, most state and municipal obligations, most money market instruments, most other debt obligations, restricted or less liquid listed equities, certain private equities, commodities and certain lending commitments.

Valuations of level 2 instruments can be verified to quoted prices, recent trading activity for identical or similar instruments, broker or dealer quotations or alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.

Valuation adjustments are typically made to level 2 instruments (i) if the instrument is subject to transfer restrictions and/or (ii) for other premiums and liquidity discounts that a market participant would require to arrive at fair value. Valuation adjustments are generally based on market evidence.

Level 3.

Level 3 instruments have one or more significant valuation inputs that are not observable. Absent evidence to the contrary, level 3 instruments are initially valued at transaction price, which is considered to be the best initial estimate of fair value. Subsequently, the firm uses other methodologies to determine fair value, which vary based on the type of instrument. Valuation inputs and assumptions are changed when corroborated by substantive observable evidence, including values realized on sales.

Valuation techniques of level 3 instruments vary by instrument, but are generally based on discounted cash flow techniques. The valuation techniques and the nature of significant inputs used to determine the fair values of each type of level 3 instrument are described below:

Loans and Securities Backed by Commercial Real Estate

Loans and securities backed by commercial real estate are directly or indirectly collateralized by a single property or a portfolio of properties, and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses and include:

• Market yields implied by transactions of similar or related assets and/or current levels and changes in market indices, such as the CMBX (an index that tracks the performance of commercial mortgage bonds);

• Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;

• A measure of expected future cash flows in a default scenario (recovery rates) implied by the value of the underlying collateral, which is mainly driven by current performance of the underlying collateral and capitalization rates. Recovery rates are expressed as a percentage of notional or face value of the instrument and reflect the benefit of credit enhancements on certain instruments; and

• Timing of expected future cash flows (duration) which, in certain cases, may incorporate the impact of any loan forbearances and other unobservable inputs (e.g., prepayment speeds).

Loans and Securities Backed by Residential Real Estate

Loans and securities backed by residential real estate are directly or indirectly collateralized by portfolios of residential real estate and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses, which incorporate comparisons to instruments with similar collateral and risk profiles. Significant inputs include:

• Market yields implied by transactions of similar or related assets;

• Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;

• Cumulative loss expectations, driven by default rates, home price projections, residential property liquidation timelines, related costs and subsequent recoveries; and

• Duration, driven by underlying loan prepayment speeds and residential property liquidation timelines.

Goldman Sachs June 2021 Form 10-Q 12

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Corporate Debt Instruments

Corporate debt instruments includes corporate loans, debt securities and convertible debentures. Significant inputs for corporate debt instruments are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same or similar issuer for which observable prices or broker quotations are available. Significant inputs include:

• Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices, such as the CDX (an index that tracks the performance of corporate credit);

• Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation;

• Duration; and

• Market and transaction multiples for corporate debt instruments with convertibility or participation options.

Equity Securities

Equity securities consists of private equities. Recent third-party completed or pending transactions (e.g., merger proposals, debt restructurings, tender offers) are considered the best evidence for any change in fair value. When these are not available, the following valuation methodologies are used, as appropriate:

• Industry multiples (primarily EBITDA and revenue multiples) and public comparables;

• Transactions in similar instruments;

• Discounted cash flow techniques; and

• Third-party appraisals.

The firm also considers changes in the outlook for the relevant industry and financial performance of the issuer as compared to projected performance. Significant inputs include:

• Market and transaction multiples;

• Discount rates and capitalization rates; and

• For equity securities with debt-like features, market yields implied by transactions of similar or related assets, current performance and recovery assumptions, and duration.

Other Trading Cash Instruments, Investments and Loans

The significant inputs to the valuation of other instruments, such as

non-U.S.

government obligations and U.S. and

non-U.S.

agency obligations, state and municipal obligations, and other loans and debt obligations are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same issuer for which observable prices or broker quotations are available. Significant inputs include:

• Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices;

• Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation; and

• Duration.

Valuation Techniques and Significant Inputs for Derivatives

The firm’s level 2 and level 3 derivatives are valued using derivative pricing models (e.g., discounted cash flow models, correlation models and models that incorporate option pricing methodologies, such as Monte Carlo simulations). Price transparency of derivatives can generally be characterized by product type, as described below.

• Interest Rate. In general, the key inputs used to value interest rate derivatives are transparent, even for most long-dated contracts. Interest rate swaps and options denominated in the currencies of leading industrialized nations are characterized by high trading volumes and tight bid/offer spreads. Interest rate derivatives that reference indices, such as an inflation index, or the shape of the yield curve (e.g., 10-year swap rate vs. 2-year swap rate) are more complex, but the key inputs are generally observable.

• Credit. Price transparency for credit default swaps, including both single names and baskets of credits, varies by market and underlying reference entity or obligation. Credit default swaps that reference indices, large corporates and major sovereigns generally exhibit the most price transparency. For credit default swaps with other underliers, price transparency varies based on credit rating, the cost of borrowing the underlying reference obligations, and the availability of the underlying reference obligations for delivery upon the default of the issuer. Credit default swaps that reference loans, asset-backed securities and emerging market debt instruments tend to have less price transparency than those that reference corporate bonds. In addition, more complex credit derivatives, such as those sensitive to the correlation between two or more underlying reference obligations, generally have less price transparency.

13 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

• Currency. Prices for currency derivatives based on the exchange rates of leading industrialized nations, including those with longer tenors, are generally transparent. The primary difference between the price transparency of developed and emerging market currency derivatives is that emerging markets tend to be only observable for contracts with shorter tenors.

• Commodity. Commodity derivatives include transactions referenced to energy (e.g., oil, natural gas and electricity), metals (e.g., precious and base) and soft commodities (e.g., agricultural). Price transparency varies based on the underlying commodity, delivery location, tenor and product quality (e.g., diesel fuel compared to unleaded gasoline). In general, price transparency for commodity derivatives is greater for contracts with shorter tenors and contracts that are more closely aligned with major and/or benchmark commodity indices.

• Equity. Price transparency for equity derivatives varies by market and underlier. Options on indices and the common stock of corporates included in major equity indices exhibit the most price transparency. Equity derivatives generally have observable market prices, except for contracts with long tenors or reference prices that differ significantly from current market prices. More complex equity derivatives, such as those sensitive to the correlation between two or more individual stocks, generally have less price transparency.

Liquidity is essential to observability of all product types. If transaction volumes decline, previously transparent prices and other inputs may become unobservable. Conversely, even highly structured products may at times have trading volumes large enough to provide observability of prices and other inputs.

Level 1.

Level 1 derivatives include short-term contracts for future delivery of securities when the underlying security is a level 1 instrument, and exchange-traded derivatives if they are actively traded and are valued at their quoted market price.

Level 2.

Level 2 derivatives include OTC derivatives for which all significant valuation inputs are corroborated by market evidence and exchange-traded derivatives that are not actively traded and/or that are valued using models that calibrate to market-clearing levels of OTC derivatives.

The selection of a particular model to value a derivative depends on the contractual terms of and specific risks inherent in the instrument, as well as the availability of pricing information in the market. For derivatives that trade in liquid markets, model selection does not involve significant management judgment because outputs of models can be calibrated to market-clearing levels.

Valuation models require a variety of inputs, such as contractual terms, market prices, yield curves, discount rates (including those derived from interest rates on collateral received and posted as specified in credit support agreements for collateralized derivatives), credit curves, measures of volatility, prepayment rates, loss severity rates and correlations of such inputs. Significant inputs to the valuations of level 2 derivatives can be verified to market transactions, broker or dealer quotations or other alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.

Level 3.

Level 3 derivatives are valued using models which utilize observable level 1 and/or level 2 inputs, as well as unobservable level 3 inputs. The significant unobservable inputs used to value the firm’s level 3 derivatives are described below.

• For level 3 interest rate and currency derivatives, significant unobservable inputs include correlations of certain currencies and interest rates (e.g., the correlation between Euro inflation and Euro interest rates) and specific interest rate and currency volatilities.

• For level 3 credit derivatives, significant unobservable inputs include illiquid credit spreads and upfront credit points, which are unique to specific reference obligations and reference entities, and recovery rates.

• For level 3 commodity derivatives, significant unobservable inputs include volatilities for options with strike prices that differ significantly from current market prices and prices or spreads for certain products for which the product quality or physical location of the commodity is not aligned with benchmark indices.

• For level 3 equity derivatives, significant unobservable inputs generally include equity volatility inputs for options that are long-dated and/or have strike prices that differ significantly from current market prices. In addition, the valuation of certain structured trades requires the use of level 3 correlation inputs, such as the correlation of the price performance of two or more individual stocks or the correlation of the price performance for a basket of stocks to another asset class, such as commodities.

Goldman Sachs June 2021 Form 10-Q 14

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Subsequent to the initial valuation of a level 3 derivative, the firm updates the level 1 and level 2 inputs to reflect observable market changes and any resulting gains and losses are classified in level 3. Level 3 inputs are changed when corroborated by evidence, such as similar market transactions, third-party pricing services and/or broker or dealer quotations or other empirical market data. In circumstances where the firm cannot verify the model value by reference to market transactions, it is possible that a different valuation model could produce a materially different estimate of fair value. See Note 7 for further information about significant unobservable inputs used in the valuation of level 3 derivatives.

Valuation Adjustments.

Valuation adjustments are integral to determining the fair value of derivative portfolios and are used to adjust the

mid-market

valuations produced by derivative pricing models to the exit price valuation. These adjustments incorporate bid/offer spreads, the cost of liquidity, and credit and funding valuation adjustments, which account for the credit and funding risk inherent in the uncollateralized portion of derivative portfolios. The firm also makes funding valuation adjustments to collateralized derivatives where the terms of the agreement do not permit the firm to deliver or repledge collateral received. Market-based inputs are generally used when calibrating valuation adjustments to market-clearing levels.

In addition, for derivatives that include significant unobservable inputs, the firm makes model or exit price adjustments to account for the valuation uncertainty present in the transaction.

Valuation Techniques and Significant Inputs for Other Financial Instruments at Fair Value

In addition to trading cash instruments, derivatives, and certain investments and loans, the firm accounts for certain of its other financial assets and liabilities at fair value under the fair value option. Such instruments include resale and repurchase agreements; certain securities borrowed and loaned transactions; certain customer and other receivables, including certain margin loans; certain time deposits, including structured certificates of deposit, which are hybrid financial instruments; substantially all other secured financings, including transfers of assets accounted for as financings; certain unsecured short- and long-term borrowings, substantially all of which are hybrid financial instruments; and certain other liabilities. These instruments are generally valued based on discounted cash flow techniques, which incorporate inputs with reasonable levels of price transparency, and are generally classified in level 2 because the inputs are observable. Valuation adjustments may be made for liquidity and for counterparty and the firm’s credit quality. The significant inputs used to value the firm’s other financial instruments are described below.

Resale and Repurchase Agreements and Securities Borrowed and Loaned.

The significant inputs to the valuation of resale and repurchase agreements and securities borrowed and loaned are funding spreads, the amount and timing of expected future cash flows and interest rates.

Customer and Other Receivables.

The significant inputs to the valuation of receivables are interest rates, the amount and timing of expected future cash flows and funding spreads.

Deposits.

The significant inputs to the valuation of time deposits are interest rates and the amount and timing of future cash flows. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 13 for further information about deposits.

Other Secured Financings.

The significant inputs to the valuation of other secured financings are the amount and timing of expected future cash flows, interest rates, funding spreads and the fair value of the collateral delivered by the firm (determined using the amount and timing of expected future cash flows, market prices, market yields and recovery assumptions). See Note 11 for further information about other secured financings.

Unsecured Short- and Long-Term Borrowings.

The significant inputs to the valuation of unsecured short- and long-term borrowings are the amount and timing of expected future cash flows, interest rates, the credit spreads of the firm and commodity prices for prepaid commodity transactions. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 14 for further information about borrowings.

Other Liabilities.

The significant inputs to the valuation of other liabilities are the amount and timing of expected future cash flows and equity volatility and correlation inputs. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives.

15 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Financial Assets and Liabilities at Fair Value

The table below presents financial assets and liabilities carried at fair value.

	As of
$ in millions		June 2021		March 2021		December 2020
Total level 1 financial assets		$     256,699		$   253,650		$   263,999
Total level 2 financial assets		446,055		428,190		410,275
Total level 3 financial assets		25,623		26,893		26,305
Investments in funds at NAV		3,988		3,758		3,664
Counterparty and cash collateral netting		(63,655	)	(64,740	)	(77,170	)
Total financial assets at fair value		$     668,710		$   647,751		$   627,073
Total assets		$1,387,922		$1,301,548		$1,163,028
Total level 3 financial assets divided by:
Total assets		1.8%		2.1%		2.3%
Total financial assets at fair value		3.8%		4.2%		4.2%
Total level 1 financial liabilities		$     133,781		$   133,542		$     85,120
Total level 2 financial liabilities		378,188		350,494		331,824
Total level 3 financial liabilities		33,405		33,192		32,930
Counterparty and cash collateral netting		(52,129	)	(53,163	)	(60,297	)
Total financial liabilities at fair value		$     493,245		$   464,065		$   389,577
Total liabilities		$1,286,032		$1,203,884		$1,067,096
Total level 3 financial liabilities divided by:
Total liabilities		2.6%		2.8%		3.1%
Total financial liabilities at fair value		6.8%		7.2%		8.5%

In the table above:

• Counterparty netting among positions classified in the same level is included in that level.

• Counterparty and cash collateral netting represents the impact on derivatives of netting across levels.

The table below presents a summary of level 3 financial assets.

	As of
$ in millions		June 2021	March 2021	December 2020
Trading assets:
Trading cash instruments		$ 1,304	$1,373	$1,237
Derivatives		5,758	5,940	5,967
Investments		16,332	17,049	16,423
Loans		2,229	2,531	2,678
Total		$   25,623	$ 26,893	$ 26,305

Level 3 financial assets as of June 2021 decreased compared with March 2021, primarily reflecting a decrease in level 3 investments, loans and derivatives. Level 3 financial assets as of June 2021 decreased compared with December 2020, primarily reflecting a decrease in level 3 loans and derivatives. See Notes 5 through 10 for further information about level 3 financial assets (including information about unrealized gains and losses related to level 3 financial assets and transfers in and out of level 3).

Note 5.

Trading Assets and Liabilities

Trading assets and liabilities include trading cash instruments and derivatives held in connection with the firm’s market-making or risk management activities. These assets and liabilities are carried at fair value either under the fair value option or in accordance with other U.S. GAAP, and the related fair value gains and losses are generally recognized in the consolidated statements of earnings.

The table below presents a summary of trading assets and liabilities.

$ in millions	Trading Assets	Trading Liabilities
As of June 2021
Trading cash instruments	$309,565	$150,399
Derivatives	66,352	48,694
Total	$375,917	$199,093
As of December 2020
Trading cash instruments	$324,049	$  95,136
Derivatives	69,581	58,591
Total	$393,630	$153,727

See Note 6 for further information about trading cash instruments and Note 7 for further information about derivatives.

Gains and Losses from Market Making

The table below presents market making revenues by major product type.

	Three Months Ended June				Six Months Ended June
$ in millions		2021		2020		2021		2020
Interest rates		$     920		$1,315		$   (323	)	$2,052
Credit		310		1,151		1,162		2,993
Currencies		(108	)	42		2,742		(693	)
Equities		1,540		1,931		4,318		3,631
Commodities		612		1,348		1,268		1,486
Total		$3,274		$5,787		$9,167		$9,469

In the table above:

• Gains/(losses) include both realized and unrealized gains and losses. Gains/(losses) exclude related interest income and interest expense. See Note 23 for further information about interest income and interest expense.

• Gains and losses included in market making are primarily related to the firm’s trading assets and liabilities, including both derivative and non-derivative financial instruments.

• Gains/(losses) are not representative of the manner in which the firm manages its business activities because many of the firm’s market-making and client facilitation strategies utilize financial instruments across various product types. Accordingly, gains or losses in one product type frequently offset gains or losses in other product types. For example, most of the firm’s longer-term derivatives across product types are sensitive to changes in interest rates and may be economically hedged with interest rate swaps. Similarly, a significant portion of the firm’s trading cash instruments and derivatives across product types has exposure to foreign currencies and may be economically hedged with foreign currency contracts.

Goldman Sachs June 2021 Form 10-Q 16

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Note 6.

Trading Cash Instruments

Trading cash instruments consists of instruments held in connection with the firm’s market-making or risk management activities. These instruments are carried at fair value and the related fair value gains and losses are recognized in the consolidated statements of earnings.

Fair Value of Trading Cash Instruments by Level

The table below presents trading cash instruments by level within the fair value hierarchy.

$ in millions	Level 1		Level 2		Level 3		Total
As of June 2021
Assets
Government and agency obligations:
U.S.	$   69,578		$  25,725		$   51		$   95,354
Non-U.S.	52,410		15,859		5		68,274
Loans and securities backed by:
Commercial real estate	–		1,145		96		1,241
Residential real estate	–		7,525		130		7,655
Corporate debt instruments	572		36,348		891		37,811
State and municipal obligations	–		238		–		238
Other debt obligations	258		2,206		53		2,517
Equity securities	85,859		2,542		78		88,479
Commodities	–		7,996		–		7,996
Total	$ 208,677		$  99,584		$1,304		$ 309,565
Liabilities
Government and agency obligations:
U.S.	$  (29,090	)	$       (65	)	$      –		$  (29,155	)
Non-U.S.	(36,951	)	(3,092	)	–		(40,043	)
Loans and securities backed by:
Commercial real estate	–		(40	)	–		(40	)
Residential real estate	–		(3	)	–		(3	)
Corporate debt instruments	(57	)	(12,663	)	(47	)	(12,767	)
Other debt obligations	–		–		(1	)	(1	)
Equity securities	(67,612	)	(722	)	(30	)	(68,364	)
Commodities	–		(26	)	–		(26	)
Total	$(133,710	)	$(16,611	)	$  (78	)	$(150,399	)
As of December 2020
Assets
Government and agency obligations:
U.S.	$93,670		$  44,863		$      –		$138,533
Non-U.S.	46,147		11,261		15		57,423
Loans and securities backed by:
Commercial real estate	–		597		203		800
Residential real estate	–		6,948		131		7,079
Corporate debt instruments	915		29,639		797		31,351
State and municipal obligations	–		200		–		200
Other debt obligations	338		1,055		19		1,412
Equity securities	75,300		2,505		72		77,877
Commodities	–		9,374		–		9,374
Total	$216,370		$106,442		$1,237		$324,049
Liabilities
Government and agency obligations:
U.S.	$ (16,880	)	$        (13	)	$      –		$  (16,893	)
Non-U.S.	(22,092	)	(1,792	)	–		(23,884	)
Loans and securities backed by:
Commercial real estate	–		(17	)	(1	)	(18	)
Residential real estate	–		(1	)	–		(1	)
Corporate debt instruments	(2	)	(7,970	)	(50	)	(8,022	)
State and municipal obligations	–		(5	)	–		(5	)
Other debt obligations	–		–		(2	)	(2	)
Equity securities	(45,734	)	(550	)	(27	)	(46,311	)
Total	$ (84,708	)	$(10,348	)	$    (80	)	$  (95,136	)

In the table above:

• Trading cash instrument assets are shown as positive amounts and trading cash instrument liabilities are shown as negative amounts.

• Corporate debt instruments includes corporate loans, debt securities, convertible debentures, prepaid commodity transactions and transfers of assets accounted for as secured loans rather than purchases.

• Other debt obligations includes other asset-backed securities and money market instruments.

• Equity securities includes public equities and exchange-traded funds.

See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of trading cash instruments. See Note 7 for information about hedging activities for precious metals included in commodities and accounted for at the lower of cost or net realizable value. These precious metals are designated in a fair value hedging relationship, and therefore their carrying value equals fair value.

Significant Unobservable Inputs

The table below presents the amount of level 3 assets, and ranges and weighted averages of significant unobservable inputs used to value level 3 trading cash instruments.

	As of June 2021			As of December 2020
$ in millions		Amount or Range	Weighted Average		Amount or Range	Weighted Average
Loans and securities backed by commercial real estate
Level 3 assets		$96			$203
Yield		6.7% to 24.6%	17%		1.7% to 22.0%	9.0%
Recovery rate		11.8% to 92.3%	54%		5.1% to 94.9%	57.7%
Duration (years)		0.2 to 4.2	2.3		1.1 to 9.1	5.0
Loans and securities backed by residential real estate
Level 3 assets		$130			$131
Yield		1.0% to 36.5%	9.6%		0.6% to 15.7%	6.3%
Cumulative loss rate		1.2% to 40.0%	18.1%		3.4% to 45.6%	20.8%
Duration (years)		0.5 to 11.9	6.0		0.9 to 16.1	6.5
Corporate debt instruments
Level 3 assets		$891			$797
Yield		1.9% to 25.5%	9.8%		0.6% to 30.6%	9.5%
Recovery rate		0.0% to 69.8%	56.5%		0.0% to 73.6%	58.7%
Duration (years)		1.6 to 13.8	4.3		0.3 to 25.5	4.0

Level 3 government and agency obligations, other debt obligations and equity securities were not material as of both June 2021 and December 2020, and therefore are not included in the table above.

17 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

In the table above:

• Ranges represent the significant unobservable inputs that were used in the valuation of each type of trading cash instrument.

• Weighted averages are calculated by weighting each input by the relative fair value of the trading cash instruments.

• The ranges and weighted averages of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one trading cash instrument. For example, the highest recovery rate for corporate debt instruments is appropriate for valuing a specific corporate debt instrument, but may not be appropriate for valuing any other corporate debt instrument. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 trading cash instruments.

• Increases in yield, duration or cumulative loss rate used in the valuation of level 3 trading cash instruments would have resulted in a lower fair value measurement, while increases in recovery rate would have resulted in a higher fair value measurement as of both June 2021 and December 2020. Due to the distinctive nature of each level 3 trading cash instrument, the interrelationship of inputs is not necessarily uniform within each product type.

• Trading cash instruments are valued using discounted cash flows.

Level 3 Rollforward

The table below presents a summary of the changes in fair value for level 3 trading cash instruments.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Total trading cash instrument assets
Beginning balance		$1,373		$1,234			$1,237		$1,242
Net realized gains/(losses)		23		17			42		68
Net unrealized gains/(losses)		10		(40	)		16		(190	)
Purchases		275		306			647		609
Sales		(284	)	(212	)		(401	)	(320	)
Settlements		(100	)	(42	)		(208	)	(183	)
Transfers into level 3		148		695			181		761
Transfers out of level 3		(141	)	(154	)		(210	)	(183	)
Ending balance		$1,304		$1,804			$1,304		$1,804
Total trading cash instrument liabilities
Beginning balance		$ (106	)	$ (194	)		$ (80	)	$ (273	)
Net realized gains/(losses)		2		(1	)		4		–
Net unrealized gains/(losses)		(2	)	15			–		105
Purchases		35		21			28		40
Sales		(27	)	(15	)		(39	)	(22	)
Settlements		20		5			10		1
Transfers into level 3		(5	)	(8	)		(4	)	(10	)
Transfers out of level 3		5		21			3		3
Ending balance		$   (78	)	$ (156	)		$ (78	)	$ (156	)

In the table above:

• Changes in fair value are presented for all trading cash instruments that are classified in level 3 as of the end of the period.

• Net unrealized gains/(losses) relates to trading cash instruments that were still held at period-end.

• Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a trading cash instrument was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.

• For level 3 trading cash instrument assets, increases are shown as positive amounts, while decreases are shown as negative amounts. For level 3 trading cash instrument liabilities, increases are shown as negative amounts, while decreases are shown as positive amounts.

• Level 3 trading cash instruments are frequently economically hedged with level 1 and level 2 trading cash instruments and/or level 1, level 2 or level 3 derivatives. Accordingly, gains or losses that are classified in level 3 can be partially offset by gains or losses attributable to level 1 or level 2 trading cash instruments and/or level 1, level 2 or level 3 derivatives. As a result, gains or losses included in the level 3 rollforward below do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.

Goldman Sachs June 2021 Form 10-Q 18

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information, by product type, for assets included in the summary table above.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Loans and securities backed by commercial real estate
Beginning balance		$ 115		$ 130			$ 203		$ 191
Net realized gains/(losses)		2		2			5		13
Net unrealized gains/(losses)		(3	)	(9	)		(9	)	(33	)
Purchases		10		20			7		79
Sales		(13	)	–			(37	)	(13	)
Settlements		(5	)	(6	)		(13	)	(57	)
Transfers into level 3		5		294			19		255
Transfers out of level 3		(15	)	(1	)		(79	)	(5	)
Ending balance		$   96		$ 430			$   96		$ 430
Loans and securities backed by residential real estate
Beginning balance		$ 204		$ 251			$ 131		$ 231
Net realized gains/(losses)		4		3			8		7
Net unrealized gains/(losses)		9		2			10		11
Purchases		4		5			21		41
Sales		(76	)	(89	)		(42	)	(68	)
Settlements		(7	)	(7	)		(9	)	(24	)
Transfers into level 3		12		181			31		178
Transfers out of level 3		(20	)	(39	)		(20	)	(69	)
Ending balance		$ 130		$ 307			$ 130		$ 307
Corporate debt instruments
Beginning balance		$ 918		$ 719			$ 797		$ 692
Net realized gains/(losses)		12		9			26		35
Net unrealized gains/(losses)		3		(23	)		20		(137	)
Purchases		215		140			554		303
Sales		(164	)	(93	)		(287	)	(175	)
Settlements		(77	)	(20	)		(151	)	(85	)
Transfers into level 3		65		138			35		235
Transfers out of level 3		(81	)	(106	)		(103	)	(104	)
Ending balance		$ 891		$ 764			$ 891		$ 764
Other
Beginning balance		$ 136		$ 134			$ 106		$ 128
Net realized gains/(losses)		5		3			3		13
Net unrealized gains/(losses)		1		(10	)		(5	)	(31	)
Purchases		46		141			65		186
Sales		(31	)	(30	)		(35	)	(64	)
Settlements		(11	)	(9	)		(35	)	(17	)
Transfers into level 3		66		82			96		93
Transfers out of level 3		(25	)	(8	)		(8	)	(5	)
Ending balance		$ 187		$ 303			$ 187		$ 303

In the table above, other includes U.S. and

non-U.S.

government and agency obligations, other debt obligations and equity securities.

Level 3 Rollforward Commentary

Three Months Ended June 2021.

The net realized and unrealized gains on level 3 trading cash instrument assets of $33 million (reflecting $23 million of net realized gains and $10 million of net unrealized gains) for the three months ended June 2021 included gains/(losses) of $(2) million reported in market making and $35 million reported in interest income.

The drivers of net unrealized gains on level 3 trading cash instrument assets for the three months ended June 2021 were not material.

The drivers of transfers into level 3 trading cash instrument assets during the three months ended June 2021 were not material.

The drivers of transfers out of level 3 trading cash instrument assets during the three months ended June 2021 were not material.

Six Months Ended June 2021.

The net realized and unrealized gains on level 3 trading cash instrument assets of $58 million (reflecting $42 million of net realized gains and $16 million of net unrealized gains) for the six months ended June 2021 included gains/(losses) of $(10) million reported in market making and $68 million reported in interest income.

The drivers of net unrealized gains on level 3 trading cash instrument assets for the six months ended June 2021 were not material.

The drivers of transfers into level 3 trading cash instrument assets during the six months ended June 2021 were not material.

Transfers out of level 3 trading cash instrument assets during the six months ended June 2021 primarily reflected transfers of certain corporate debt instruments and loans and securities backed by commercial real estate to level 2 (in each case, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).

Three Months Ended June 2020.

The net realized and unrealized losses on level 3 trading cash instrument assets of $23 million (reflecting $17 million of net realized gains and $40 million of net unrealized losses) for the three months ended June 2020 included gains/(losses) of $(56) million reported in market making and $33 million reported in interest income.

The drivers of net unrealized losses on level 3 trading cash instrument assets for the three months ended June 2020 were not material.

Transfers into level 3 trading cash instrument assets during the three months ended June 2020 primarily reflected transfers of certain loans and securities backed by commercial and residential real estate and corporate debt instruments from level 2 (in each case, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).

Transfers out of level 3 trading cash instrument assets during the three months ended June 2020 primarily reflected transfers of certain corporate debt instruments to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).

19 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Six Months Ended June 2020.

The net realized and unrealized losses on level 3 trading cash instrument assets of $122 million (reflecting $68 million of net realized gains and $190 million of net unrealized losses) for the six months ended June 2020 included gains/(losses) of $(194) million reported in market making and $72 million reported in interest income.

The net unrealized losses on level 3 trading cash instrument assets for the six months ended June 2020 primarily reflected losses on corporate debt instruments (principally reflecting the impact of wider credit spreads).

Transfers into level 3 trading cash instrument assets during the six months ended June 2020 primarily reflected transfers of certain loans and securities backed by commercial and residential real estate and corporate debt instruments from level 2 (in each case, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).

Transfers out of level 3 trading cash instrument assets during the six months ended June 2020 primarily reflected transfers of certain corporate debt instruments to level 2 (principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments and increased price transparency as a result of market evidence, including market transactions in these instruments).

Note 7.

Derivatives and Hedging Activities

Derivative Activities

Derivatives are instruments that derive their value from underlying asset prices, indices, reference rates and other inputs, or a combination of these factors. Derivatives may be traded on an exchange (exchange-traded) or they may be privately negotiated contracts, which are usually referred to as OTC derivatives. Certain of the firm’s OTC derivatives are cleared and settled through central clearing counterparties

(OTC-cleared),

while others are bilateral contracts between two counterparties (bilateral OTC).

Market Making.

As a market maker, the firm enters into derivative transactions to provide liquidity to clients and to facilitate the transfer and hedging of their risks. In this role, the firm typically acts as principal and is required to commit capital to provide execution, and maintains market-making positions in response to, or in anticipation of, client demand.

Risk Management.

The firm also enters into derivatives to actively manage risk exposures that arise from its market-making and investing and financing activities. The firm’s holdings and exposures are hedged, in many cases, on either a portfolio or risk-specific basis, as opposed to an

instrument-by-instrument

basis. The offsetting impact of this economic hedging is reflected in the same business segment as the related revenues. In addition, the firm may enter into derivatives designated as hedges under U.S. GAAP. These derivatives are used to manage interest rate exposure of certain fixed-rate unsecured borrowings and deposits, foreign exchange risk of certain

available-for-sale

securities and the net investment in certain

non-U.S.

operations, and the price risk of certain commodities.

The firm enters into various types of derivatives, including:

• Futures and Forwards. Contracts that commit counterparties to purchase or sell financial instruments, commodities or currencies in the future.

• Swaps. Contracts that require counterparties to exchange cash flows, such as currency or interest payment streams. The amounts exchanged are based on the specific terms of the contract with reference to specified rates, financial instruments, commodities, currencies or indices.

• Options. Contracts in which the option purchaser has the right, but not the obligation, to purchase from or sell to the option writer financial instruments, commodities or currencies within a defined time period for a specified price.

Derivatives are reported on a

net-by-counterparty

basis (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) when a legal right of setoff exists under an enforceable netting agreement (counterparty netting). Derivatives are accounted for at fair value, net of cash collateral received or posted under enforceable credit support agreements (cash collateral netting). Derivative assets are included in trading assets and derivative liabilities are included in trading liabilities. Realized and unrealized gains and losses on derivatives not designated as hedges are included in market making (for derivatives included in the Global Markets segment), and other principal transactions (for derivatives included in the remaining business segments) in the consolidated statements of earnings. For each of the three and six months ended June 2021 and June 2020, substantially all of the firm’s derivatives were included in the Global Markets segment.

Goldman Sachs June 2021 Form 10-Q 20

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The tables below present the gross fair value and the notional amounts of derivative contracts by major product type, the amounts of counterparty and cash collateral netting in the consolidated balance sheets, as well as cash and securities collateral posted and received under enforceable credit support agreements that do not meet the criteria for netting under U.S. GAAP.

	As of June 2021					As of December 2020
$ in millions		Derivative Assets		Derivative Liabilities			Derivative Assets		Derivative Liabilities
Not accounted for as hedges
Exchange-traded		$     424		$       471			$        665		$        660
OTC-cleared		14,991		13,594			18,832		16,809
Bilateral OTC		257,863		229,507			337,998		304,370
Total interest rates		273,278		243,572			357,495		321,839
OTC-cleared		5,317		5,745			4,137		4,517
Bilateral OTC		12,108		11,159			12,418		11,551
Total credit		17,425		16,904			16,555		16,068
Exchange-traded		592		30			133		22
OTC-cleared		329		371			401		631
Bilateral OTC		79,205		76,417			101,830		102,676
Total currencies		80,126		76,818			102,364		103,329
Exchange-traded		6,554		6,836			4,476		4,177
OTC-cleared		367		313			195		187
Bilateral OTC		18,084		18,975			9,320		13,691
Total commodities		25,005		26,124			13,991		18,055
Exchange-traded		34,480		35,011			29,006		31,944
OTC-cleared		7		5			–		–
Bilateral OTC		43,939		47,550			47,867		49,072
Total equities		78,426		82,566			76,873		81,016
Subtotal		474,260		445,984			567,278		540,307
Accounted for as hedges
OTC-cleared		–		–			1		–
Bilateral OTC		1,098		–			1,346		–
Total interest rates		1,098		–			1,347		–
OTC-cleared		11		21			–		87
Bilateral OTC		110		290			4		372
Total currencies		121		311			4		459
Subtotal		1,219		311			1,351		459
Total gross fair value		$475,479		$446,295			$ 568,629		$ 540,766
Offset in the consolidated balance sheets
Exchange-traded		$  (36,292	)	$  (36,292	)		$  (29,549	)	$  (29,549	)
OTC-cleared		(19,452	)	(19,452	)		(21,315	)	(21,315	)
Bilateral OTC		(291,186	)	(291,186	)		(372,142	)	(372,142	)
Counterparty netting		(346,930	)	(346,930	)		(423,006	)	(423,006	)
OTC-cleared		(1,321	)	(486	)		(1,926	)	(720	)
Bilateral OTC		(60,876	)	(50,185	)		(74,116	)	(58,449	)
Cash collateral netting		(62,197	)	(50,671	)		(76,042	)	(59,169	)
Total amounts offset		$(409,127	)	$(397,601	)		$(499,048	)	$(482,175	)
Included in the consolidated balance sheets
Exchange-traded		$     5,758		$     6,056			$     4,731		$     7,254
OTC-cleared		249		111			325		196
Bilateral OTC		60,345		42,527			64,525		51,141
Total		$   66,352		$   48,694			$   69,581		$   58,591
Not offset in the consolidated balance sheets
Cash collateral		$       (614	)	$    (1,501	)		$       (979	)	$    (2,427	)
Securities collateral		(16,249	)	(7,510	)		(17,297	)	(9,943	)
Total		$   49,489		$   39,683			$   51,305		$   46,221

	Notional Amounts as of
$ in millions		June 2021	December 2020
Not accounted for as hedges
Exchange-traded		$  3,580,979	$  3,722,558
OTC-cleared		16,456,302	13,789,571
Bilateral OTC		12,395,407	11,076,460
Total interest rates		32,432,688	28,588,589
Exchange-traded		43	–
OTC-cleared		584,383	515,197
Bilateral OTC		565,326	558,813
Total credit		1,149,752	1,074,010
Exchange-traded		17,881	7,413
OTC-cleared		177,166	157,687
Bilateral OTC		6,538,109	6,041,663
Total currencies		6,733,156	6,206,763
Exchange-traded		308,636	242,193
OTC-cleared		2,010	2,315
Bilateral OTC		224,315	206,253
Total commodities		534,961	450,761
Exchange-traded		1,204,111	948,937
OTC-cleared		179	–
Bilateral OTC		1,312,771	1,126,572
Total equities		2,517,061	2,075,509
Subtotal		43,367,618	38,395,632
Accounted for as hedges
OTC-cleared		203,427	182,311
Bilateral OTC		5,507	6,641
Total interest rates		208,934	188,952
OTC-cleared		2,164	1,767
Bilateral OTC		18,242	14,055
Total currencies		20,406	15,822
Exchange-traded		2,086	–
Total commodities		2,086	–
Subtotal		231,426	204,774
Total notional amounts		$43,599,044	$38,600,406

In the tables above:

• Gross fair values exclude the effects of both counterparty netting and collateral, and therefore are not representative of the firm’s exposure.

• Where the firm has received or posted collateral under credit support agreements, but has not yet determined such agreements are enforceable, the related collateral has not been netted.

• Notional amounts, which represent the sum of gross long and short derivative contracts, provide an indication of the volume of the firm’s derivative activity and do not represent anticipated losses.

• Total gross fair value of derivatives included derivative assets of $18.04 billion as of June 2021 and $20.60 billion as of December 2020, and derivative liabilities of $17.49 billion as of June 2021 and $22.98 billion as of December 2020, which are not subject to an enforceable netting agreement or are subject to a netting agreement that the firm has not yet determined to be enforceable.

21 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Fair Value of Derivatives by Level

The table below presents derivatives on a gross basis by level and product type, as well as the impact of netting.

$ in millions	Level 1		Level 2		Level 3		Total
As of June 2021
Assets
Interest rates	$177		$ 273,265		$    934		$ 274,376
Credit	1		14,210		3,214		17,425
Currencies	–		80,033		214		80,247
Commodities	–		24,265		740		25,005
Equities	17		76,931		1,478		78,426
Gross fair value	195		468,704		6,580		475,479
Counterparty netting in levels	–		(344,650	)	(822	)	(345,472	)
Subtotal	$195		$ 124,054		$5,758		$ 130,007
Cross-level counterparty netting							(1,458	)
Cash collateral netting							(62,197	)
Net fair value							$   66,352
Liabilities
Interest rates	$  (6	)	$(242,940	)	$  (626	)	$(243,572	)
Credit	–		(15,440	)	(1,464	)	(16,904	)
Currencies	–		(76,681	)	(448	)	(77,129	)
Commodities	–		(25,650	)	(474	)	(26,124	)
Equities	(65	)	(79,500	)	(3,001	)	(82,566	)
Gross fair value	(71	)	(440,211	)	(6,013	)	(446,295	)
Counterparty netting in levels	–		344,650		822		345,472
Subtotal	$(71	)	$  (95,561	)	$(5,191	)	$(100,823	)
Cross-level counterparty netting							1,458
Cash collateral netting							50,671
Net fair value							$  (48,694	)
As of December 2020
Assets
Interest rates	$ 297		$357,568		$    977		$358,842
Credit	–		13,104		3,451		16,555
Currencies	–		102,221		147		102,368
Commodities	–		13,285		706		13,991
Equities	75		75,054		1,744		76,873
Gross fair value	372		561,232		7,025		568,629
Counterparty netting in levels	(135	)	(420,685	)	(1,058	)	(421,878	)
Subtotal	$ 237		$140,547		$ 5,967		$146,751
Cross-level counterparty netting							(1,128	)
Cash collateral netting							(76,042	)
Net fair value							$  69,581
Liabilities
Interest rates	$(229	)	$(320,900	)	$   (710	)	$(321,839	)
Credit	–		(14,395	)	(1,673	)	(16,068	)
Currencies	–		(103,303	)	(485	)	(103,788	)
Commodities	–		(17,649	)	(406	)	(18,055	)
Equities	(318	)	(78,122	)	(2,576	)	(81,016	)
Gross fair value	(547	)	(534,369	)	(5,850	)	(540,766	)
Counterparty netting in levels	135		420,685		1,058		421,878
Subtotal	$(412	)	$(113,684	)	$(4,792	)	$(118,888	)
Cross-level counterparty netting							1,128
Cash collateral netting							59,169
Net fair value							$  (58,591	)

In the table above:

• Gross fair values exclude the effects of both counterparty netting and collateral netting, and therefore are not representative of the firm’s exposure.

• Counterparty netting is reflected in each level to the extent that receivable and payable balances are netted within the same level and is included in counterparty netting in levels. Where the counterparty netting is across levels, the netting is included in cross-level counterparty netting.

• Derivative assets are shown as positive amounts and derivative liabilities are shown as negative amounts.

See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of derivatives.

Significant Unobservable Inputs

The table below presents the amount of level 3 derivative assets (liabilities), and ranges, averages and medians of significant unobservable inputs used to value level 3 derivatives.

	As of June 2021			As of December 2020
$ in millions, except inputs		Amount or Range	Average/ Median		Amount or Range	Average/ Median
Interest rates, net		$308			$267
Correlation		22% to 81%	62%/60%		(8)% to 81%	56%/60%
Volatility (bps)		31 to 150	64/54		31 to 150	65/53
Credit, net		$1,750			$1,778
Credit spreads (bps)		2 to 568	100/78		2 to 699	109/74
Upfront credit points		6 to 100	44/30		7 to 90	40/30
Recovery rates		20% to 90%	53%/40%		25% to 90%	46%/40%
Currencies, net		$(234)			$(338)
Correlation		20% to 70%	39%/41%		20% to 70%	39%/41%
Volatility		18% to 19%	18%/18%		18% to 18%	18%/18%
Commodities, net		$266			$300
Volatility		15% to 75%	32%/31%		15% to 87%	32%/30%
Natural gas spread		$(1.59) to  $3.92	$(0.12)/ $(0.07)		$(1.00) to $2.13	$(0.13)/ $(0.09)
Oil spread		$7.62 to  $12.53	$9.55/ $9.13		$8.30 to $11.20	$9.73/ $9.55
Electricity price		$15.37 to  $67.44	$33.55/ $33.16		N/A	N/A
Equities, net		$(1,523)			$(832)
Correlation		(70)% to 100%	54%/58%		(70)% to 100%	52%/55%
Volatility		3% to 154%	18%/16%		3% to 129%	14%/7%

In the table above:

• Derivative assets are shown as positive amounts and derivative liabilities are shown as negative amounts.

• Ranges represent the significant unobservable inputs that were used in the valuation of each type of derivative.

• Averages represent the arithmetic average of the inputs and are not weighted by the relative fair value or notional amount of the respective financial instruments. An average greater than the median indicates that the majority of inputs are below the average. For example, the difference between the average and the median for credit spreads indicates that the majority of the inputs fall in the lower end of the range.

Goldman Sachs June 2021 Form 10-Q 22

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

• The ranges, averages and medians of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one derivative. For example, the highest correlation for interest rate derivatives is appropriate for valuing a specific interest rate derivative but may not be appropriate for valuing any other interest rate derivative. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 derivatives.

• Interest rates, currencies and equities derivatives are valued using option pricing models, credit derivatives are valued using option pricing, correlation and discounted cash flow models, and commodities derivatives are valued using option pricing and discounted cash flow models.

• The fair value of any one instrument may be determined using multiple valuation techniques. For example, option pricing models and discounted cash flow models are typically used together to determine fair value. Therefore, the level 3 balance encompasses both of these techniques.

• Correlation within currencies and equities includes cross-product type correlation.

• Natural gas spread represents the spread per million British thermal units of natural gas.

• Oil spread represents the spread per barrel of oil and refined products.

• Electricity price represents the price per megawatt hour of electricity.

Range of Significant Unobservable Inputs

The following provides information about the ranges of significant unobservable inputs used to value the firm’s level 3 derivative instruments:

• Correlation. Ranges for correlation cover a variety of underliers both within one product type (e.g., equity index and equity single stock names) and across product types (e.g., correlation of an interest rate and a currency), as well as across regions. Generally, cross-product type correlation inputs are used to value more complex instruments and are lower than correlation inputs on assets within the same derivative product type.

• Volatility. Ranges for volatility cover numerous underliers across a variety of markets, maturities and strike prices. For example, volatility of equity indices is generally lower than volatility of single stocks.

• Credit spreads, upfront credit points and recovery rates. The ranges for credit spreads, upfront credit points and recovery rates cover a variety of underliers (index and single names), regions, sectors, maturities and credit qualities (high-yield and investment-grade). The broad range of this population gives rise to the width of the ranges of significant unobservable inputs.

• Commodity prices and spreads. The ranges for commodity prices and spreads cover variability in products, maturities and delivery locations.

Sensitivity of Fair Value Measurement to Changes in Significant Unobservable Inputs

The following is a description of the directional sensitivity of the firm’s level 3 fair value measurements to changes in significant unobservable inputs, in isolation, as of each

period-end:

• Correlation. In general, for contracts where the holder benefits from the convergence of the underlying asset or index prices (e.g., interest rates, credit spreads, foreign exchange rates, inflation rates and equity prices), an increase in correlation results in a higher fair value measurement.

• Volatility. In general, for purchased options, an increase in volatility results in a higher fair value measurement.

• Credit spreads, upfront credit points and recovery rates. In general, the fair value of purchased credit protection increases as credit spreads or upfront credit points increase or recovery rates decrease. Credit spreads, upfront credit points and recovery rates are strongly related to distinctive risk factors of the underlying reference obligations, which include reference entity-specific factors, such as leverage, volatility and industry, market-based risk factors, such as borrowing costs or liquidity of the underlying reference obligation, and macroeconomic conditions.

• Commodity prices and spreads. In general, for contracts where the holder is receiving a commodity, an increase in the spread (price difference from a benchmark index due to differences in quality or delivery location) or price results in a higher fair value measurement.

Due to the distinctive nature of each of the firm’s level 3 derivatives, the interrelationship of inputs is not necessarily uniform within each product type.

23 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Level 3 Rollforward

The table below presents a summary of the changes in fair value for level 3 derivatives.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Total level 3 derivatives, net
Beginning balance		$ 645		$1,660			$1,175		$     25
Net realized gains/(losses)		119		70			73		136
Net unrealized gains/(losses)		(408	)	(76	)		(458	)	2,110
Purchases		29		157			134		326
Sales		(294	)	(264	)		(756	)	(516	)
Settlements		568		1,557			509		945
Transfers into level 3		(260	)	(17	)		(181	)	(36	)
Transfers out of level 3		168		(27	)		71		70
Ending balance		$ 567		$3,060			$  567		$3,060

In the table above:

• Changes in fair value are presented for all derivative assets and liabilities that are classified in level 3 as of the end of the period.

• Net unrealized gains/(losses) relates to instruments that were still held at period-end.

• Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a derivative was transferred into level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.

• Positive amounts for transfers into level 3 and negative amounts for transfers out of level 3 represent net transfers of derivative assets. Negative amounts for transfers into level 3 and positive amounts for transfers out of level 3 represent net transfers of derivative liabilities.

• A derivative with level 1 and/or level 2 inputs is classified in level 3 in its entirety if it has at least one significant level 3 input.

• If there is one significant level 3 input, the entire gain or loss from adjusting only observable inputs (i.e., level 1 and level 2 inputs) is classified in level 3.

• Gains or losses that have been classified in level 3 resulting from changes in level 1 or level 2 inputs are frequently offset by gains or losses attributable to level 1 or level 2 derivatives and/or level 1, level 2 and level 3 trading cash instruments. As a result, gains/(losses) included in the level 3 rollforward below do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.

The table below presents information, by product type, for derivatives included in the summary table above.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Interest rates, net
Beginning balance		$  319		$    266			$  267		$      89
Net realized gains/(losses)		33		1			56		15
Net unrealized gains/(losses)		(42	)	(12	)		97		170
Purchases		–		19			2		21
Sales		(33	)	(8	)		(55	)	(17	)
Settlements		60		26			6		23
Transfers into level 3		(1	)	6			2		8
Transfers out of level 3		(28	)	13			(67	)	2
Ending balance		$  308		$    311			$  308		$    311
Credit, net
Beginning balance		$ 1,875		$ 2,518			$ 1,778		$ 1,877
Net realized gains/(losses)		5		14			(14	)	(1	)
Net unrealized gains/(losses)		18		(152	)		29		366
Purchases		10		44			8		75
Sales		(26	)	(47	)		(28	)	(52	)
Settlements		6		101			49		41
Transfers into level 3		(82	)	(94	)		(36	)	10
Transfers out of level 3		(56	)	(57	)		(36	)	11
Ending balance		$ 1,750		$ 2,327			$ 1,750		$ 2,327
Currencies, net
Beginning balance		$ (289	)	$      61			$ (338	)	$   (211	)
Net realized gains/(losses)		28		6			28		(4	)
Net unrealized gains/(losses)		(169	)	(53	)		(90	)	17
Purchases		1		9			4		9
Sales		(30	)	(5	)		(36	)	(5	)
Settlements		272		(106	)		245		105
Transfers into level 3		(57	)	(1	)		(70	)	(3	)
Transfers out of level 3		10		(5	)		23		(2	)
Ending balance		$ (234	)	$     (94	)		$ (234	)	$     (94	)
Commodities, net
Beginning balance		$  212		$    388			$  300		$    247
Net realized gains/(losses)		9		5			(59	)	7
Net unrealized gains/(losses)		135		49			129		154
Purchases		4		2			16		32
Sales		(2	)	(2	)		(8	)	(5	)
Settlements		(67	)	(84	)		(84	)	(57	)
Transfers into level 3		(3	)	(18	)		(17	)	(30	)
Transfers out of level 3		(22	)	(9	)		(11	)	(17	)
Ending balance		$  266		$    331			$  266		$    331
Equities, net
Beginning balance		$(1,472	)	$(1,573	)		$ (832	)	$(1,977	)
Net realized gains/(losses)		44		44			62		119
Net unrealized gains/(losses)		(350	)	92			(623	)	1,403
Purchases		14		83			104		189
Sales		(203	)	(202	)		(629	)	(437	)
Settlements		297		1,620			293		833
Transfers into level 3		(117	)	90			(60	)	(21	)
Transfers out of level 3		264		31			162		76
Ending balance		$(1,523	)	$    185			$(1,523	)	$    185

Level 3 Rollforward Commentary

Three Months Ended June 2021.

The net realized and unrealized losses on level 3 derivatives of $289 million (reflecting $119 million of net realized gains and $408 million of net unrealized losses) for the three months ended June 2021 included gains/(losses) of $(307) million reported in market making and $18 million reported in other principal transactions.

Goldman Sachs June 2021 Form 10-Q 24

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The net unrealized losses on level 3 derivatives for the three months ended June 2021 were primarily attributable to losses on certain equity derivatives (primarily reflecting the impact of an increase in equity prices) and losses on certain currency derivatives (primarily reflecting the impact of changes in foreign exchange rates), partially offset by gains on certain commodity derivatives (primarily reflecting the impact of an increase in commodity prices).

Transfers into level 3 derivatives during the three months ended June 2021 primarily reflected transfers of certain equity derivative liabilities from level 2 (principally due to reduced transparency of certain volatility inputs used to value these derivatives) and transfers of certain credit derivative liabilities from level 2 (principally due to certain unobservable credit spread inputs becoming significant to the valuation of these derivatives).

Transfers out of level 3 derivatives during the three months ended June 2021 primarily reflected transfers of certain equity derivative liabilities to level 2 (principally due to increased transparency of certain volatility inputs used to value these derivatives).

Six Months Ended June 2021.

The net realized and unrealized losses on level 3 derivatives of $385 million (reflecting $73 million of net realized gains and $458 million of net unrealized losses) for the six months ended June 2021 included gains/(losses) of $(407) million reported in market making and $22 million reported in other principal transactions.

The net unrealized losses on level 3 derivatives for the six months ended June 2021 were primarily attributable to losses on certain equity derivatives (primarily reflecting the impact of an increase in equity prices), partially offset by gains on certain commodity derivatives (primarily reflecting the impact of an increase in commodity prices).

The drivers of transfers into level 3 derivatives during the six months ended June 2021 were not material.

Transfers out of level 3 derivatives during the six months ended June 2021 primarily reflected transfers of certain equity derivative liabilities to level 2 (principally due to increased transparency of certain volatility inputs used to value these derivatives), partially offset by transfers of certain interest rate derivative assets to level 2 (principally due to certain unobservable inputs no longer being significant to the valuation of these derivatives).

Three Months Ended June 2020.

The net realized and unrealized losses on level 3 derivatives of $6 million (reflecting $70 million of net realized gains and $76 million of net unrealized losses) for the three months ended June 2020 included gains/(losses) of $55 million reported in market making and $(61) million reported in other principal transactions.

The drivers of the net unrealized losses on level 3 derivatives for the three months ended June 2020 were primarily attributable to losses on certain credit derivatives (primarily reflecting the tightening of certain credit spreads), partially offset by gains on certain equity derivatives (primarily reflecting changes in underlying equity prices).

The drivers of both transfers into level 3 derivatives and transfers out of level 3 derivatives during the three months ended June 2020 were not material.

Six Months Ended June 2020.

The net realized and unrealized gains on level 3 derivatives of $2.25 billion (reflecting $136 million of net realized gains and $2.11 billion of net unrealized gains) for the six months ended June 2020 included gains/(losses) of $2.29 billion reported in market making and $(45) million reported in other principal transactions.

The net unrealized gains on level 3 derivatives for the six months ended June 2020 were primarily attributable to gains on certain equity derivatives (primarily reflecting the impact of a decrease in underlying equity prices) and gains on certain credit derivatives (primarily reflecting the impact of a decrease in interest rates).

The drivers of both transfers into level 3 derivatives and transfers out of level 3 derivatives during the six months ended June 2020 were not material.

25 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

OTC Derivatives

The table below presents OTC derivative assets and liabilities by tenor and major product type.

$ in millions	Less than 1 Year		1 - 5 Years		Greater than 5 Years		Total
As of June 2021
Assets
Interest rates	$  6,045		$14,080		$62,553		$  82,678
Credit	1,645		2,376		3,046		7,067
Currencies	13,930		6,595		6,832		27,357
Commodities	7,222		4,150		459		11,831
Equities	8,111		11,005		2,833		21,949
Counterparty netting in tenors	(3,767	)	(3,367	)	(2,613	)	(9,747	)
Subtotal	$33,186		$34,839		$73,110		$141,135
Cross-tenor counterparty netting							(18,344	)
Cash collateral netting							(62,197	)
Total OTC derivative assets							$  60,594
Liabilities
Interest rates	$  4,624		$10,615		$36,588		$  51,827
Credit	1,513		3,262		1,771		6,546
Currencies	14,269		5,522		5,010		24,801
Commodities	5,989		3,426		3,253		12,668
Equities	8,384		13,621		3,553		25,558
Counterparty netting in tenors	(3,767	)	(3,367	)	(2,613	)	(9,747	)
Subtotal	$31,012		$33,079		$47,562		$111,653
Cross-tenor counterparty netting							(18,344	)
Cash collateral netting							(50,671	)
Total OTC derivative liabilities							$  42,638
As of December 2020
Assets
Interest rates	$  8,913		$20,145		$74,893		$103,951
Credit	822		3,270		3,302		7,394
Currencies	13,887		7,400		9,303		30,590
Commodities	2,998		1,466		488		4,952
Equities	12,182		12,590		1,807		26,579
Counterparty netting in tenors	(3,963	)	(4,458	)	(3,182	)	(11,603	)
Subtotal	$34,839		$40,413		$86,611		$161,863
Cross-tenor counterparty netting							(20,971	)
Cash collateral netting							(76,042	)
Total OTC derivative assets							$  64,850
Liabilities
Interest rates	$  5,687		$11,967		$49,301		$  66,955
Credit	1,268		3,462		2,177		6,907
Currencies	18,770		7,575		5,775		32,120
Commodities	3,455		1,545		4,315		9,315
Equities	9,702		14,095		3,986		27,783
Counterparty netting in tenors	(3,963	)	(4,458	)	(3,182	)	(11,603	)
Subtotal	$34,919		$34,186		$62,372		$131,477
Cross-tenor counterparty netting							(20,971	)
Cash collateral netting							(59,169	)
Total OTC derivative liabilities							$  51,337

In the table above:

• Tenor is based on remaining contractual maturity.

• Counterparty netting within the same product type and tenor category is included within such product type and tenor category.

• Counterparty netting across product types within the same tenor category is included in counterparty netting in tenors. Where the counterparty netting is across tenor categories, the netting is included in cross-tenor counterparty netting.

Credit Derivatives

The firm enters into a broad array of credit derivatives to facilitate client transactions and to manage the credit risk associated with market-making and investing and financing activities. Credit derivatives are actively managed based on the firm’s net risk position. Credit derivatives are generally individually negotiated contracts and can have various settlement and payment conventions. Credit events include failure to pay, bankruptcy, acceleration of indebtedness, restructuring, repudiation and dissolution of the reference entity.

The firm enters into the following types of credit derivatives:

• Credit Default Swaps. Single-name credit default swaps protect the buyer against the loss of principal on one or more bonds, loans or mortgages (reference obligations) in the event the issuer of the reference obligations suffers a credit event. The buyer of protection pays an initial or periodic premium to the seller and receives protection for the period of the contract. If there is no credit event, as defined in the contract, the seller of protection makes no payments to the buyer. If a credit event occurs, the seller of protection is required to make a payment to the buyer, calculated according to the terms of the contract.

• Credit Options. In a credit option, the option writer assumes the obligation to purchase or sell a reference obligation at a specified price or credit spread. The option purchaser buys the right, but does not assume the obligation, to sell the reference obligation to, or purchase it from, the option writer. The payments on credit options depend either on a particular credit spread or the price of the reference obligation.

Goldman Sachs June 2021 Form 10-Q 26

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

• Credit Indices, Baskets and Tranches. Credit derivatives may reference a basket of single-name credit default swaps or a broad-based index. If a credit event occurs in one of the underlying reference obligations, the protection seller pays the protection buyer. The payment is typically a pro-rata portion of the transaction’s total notional amount based on the underlying defaulted reference obligation. In certain transactions, the credit risk of a basket or index is separated into various portions (tranches), each having different levels of subordination. The most junior tranches cover initial defaults and once losses exceed the notional amount of these junior tranches, any excess loss is covered by the next most senior tranche.

• Total Return Swaps. A total return swap transfers the risks relating to economic performance of a reference obligation from the protection buyer to the protection seller. Typically, the protection buyer receives a floating rate of interest and protection against any reduction in fair value of the reference obligation, and the protection seller receives the cash flows associated with the reference obligation, plus any increase in the fair value of the reference obligation.

The firm economically hedges its exposure to written credit derivatives primarily by entering into offsetting purchased credit derivatives with identical underliers. Substantially all of the firm’s purchased credit derivative transactions are with financial institutions and are subject to stringent collateral thresholds. In addition, upon the occurrence of a specified trigger event, the firm may take possession of the reference obligations underlying a particular written credit derivative, and consequently may, upon liquidation of the reference obligations, recover amounts on the underlying reference obligations in the event of default.

As of June 2021, written credit derivatives had a total gross notional amount of $553.09 billion and purchased credit derivatives had a total gross notional amount of $597.83 billion, for total net notional purchased protection of $44.74 billion. As of December 2020, written credit derivatives had a total gross notional amount of $515.85 billion and purchased credit derivatives had a total gross notional amount of $558.18 billion, for total net notional purchased protection of $42.33 billion. The firm’s written and purchased credit derivatives primarily consist of credit default swaps.

The table below presents information about credit derivatives.

	Credit Spread on Underlier (basis points)
$ in millions		0 - 250	251 - 500		501 - 1,000		Greater than 1,000		Total
As of June 2021
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
Less than 1 year		$105,146	$  9,126		$1,600		$ 4,052		$119,924
1 – 5 years		355,832	20,831		5,693		2,531		384,887
Greater than 5 years		42,588	5,391		234		67		48,280
Total		$503,566	$35,348		$7,527		$ 6,650		$553,091
Maximum Payout/Notional Amount of Purchased Credit Derivatives
Offsetting		$439,352	$24,603		$6,772		$ 5,637		$476,364
Other		$107,788	$10,195		$2,859		$      628		$121,470
Fair Value of Written Credit Derivatives
Asset		$  11,557	$       966		$     262		$        39		$  12,824
Liability		925	1,161		307		1,825		4,218
Net asset/(liability)		$  10,632	$  (195	)	$  (45	)	$(1,786	)	$    8,606
As of December 2020
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
Less than 1 year		$  96,049	$  5,826		$   450		$2,403		$104,728
1 – 5 years		331,145	17,913		8,801		4,932		362,791
Greater than 5 years		44,132	3,839		272		88		48,331
Total		$471,326	$27,578		$9,523		$7,423		$515,850
Maximum Payout/Notional Amount of Purchased Credit Derivatives
Offsetting		$407,315	$19,822		$8,679		$7,091		$442,907
Other		$103,604	$  7,272		$3,619		$   776		$115,271
Fair Value of Written Credit Derivatives
Asset		$  10,302	$    638		$   256		$   118		$  11,314
Liability		1,112	1,119		387		2,001		4,619
Net asset/(liability)		$    9,190	$    (481	)	$  (131	)	$(1,883	)	$    6,695

In the table above:

• Fair values exclude the effects of both netting of receivable balances with payable balances under enforceable netting agreements, and netting of cash received or posted under enforceable credit support agreements, and therefore are not representative of the firm’s credit exposure.

• Tenor is based on remaining contractual maturity.

• The credit spread on the underlier, together with the tenor of the contract, are indicators of payment/performance risk. The firm is less likely to pay or otherwise be required to perform where the credit spread and the tenor are lower.

• Offsetting purchased credit derivatives represent the notional amount of purchased credit derivatives that economically hedge written credit derivatives with identical underliers.

• Other purchased credit derivatives represent the notional amount of all other purchased credit derivatives not included in offsetting.

27 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Impact of Credit and Funding Spreads on Derivatives

The firm realizes gains or losses on its derivative contracts. These gains or losses include credit valuation adjustments (CVA) relating to uncollateralized derivative assets and liabilities, which represents the gains or losses (including hedges) attributable to the impact of changes in credit exposure, counterparty credit spreads, liability funding spreads (which includes the firm’s own credit), probability of default and assumed recovery. These gains or losses also include funding valuation adjustments (FVA) relating to uncollateralized derivative assets, which represents the gains or losses (including hedges) attributable to the impact of changes in expected funding exposures and funding spreads.

The table below presents information about CVA and FVA.

	Three Months Ended June					Six Months Ended June
$ in millions	2021		2020			2021			2020
CVA, net of hedges		$45		$(322	)		$(63	)		$  (51	)
FVA, net of hedges		25		580			37			(179	)
Total		$70		$ 258			$(26	)		$(230	)

Bifurcated Embedded Derivatives

The table below presents the fair value and the notional amount of derivatives that have been bifurcated from their related borrowings.

	As of
$ in millions	June 2021			December 2020
Fair value of assets		$  1,061			$  1,450
Fair value of liabilities		(1,285	)		(1,220	)
Net asset/(liability)		$   (224	)		$     230
Notional amount		$11,856			$12,548

In the table above, derivatives that have been bifurcated from their related borrowings are recorded at fair value and primarily consist of interest rate, equity and commodity products. These derivatives are included in unsecured short- and long-term borrowings, as well as other secured financings, with the related borrowings.

Derivatives with Credit-Related Contingent Features

Certain of the firm’s derivatives have been transacted under bilateral agreements with counterparties who may require the firm to post collateral or terminate the transactions based on changes in the firm’s credit ratings. The firm assesses the impact of these bilateral agreements by determining the collateral or termination payments that would occur assuming a downgrade by all rating agencies. A downgrade by any one rating agency, depending on the agency’s relative ratings of the firm at the time of the downgrade, may have an impact which is comparable to the impact of a downgrade by all rating agencies.

The table below presents information about net derivative liabilities under bilateral agreements (excluding collateral posted), the fair value of collateral posted and additional collateral or termination payments that could have been called by counterparties in the event of a

one-

or

two-notch

downgrade in the firm’s credit ratings.

	As of
$ in millions		June 2021	December 2020
Net derivative liabilities under bilateral agreements		$33,896	$43,368
Collateral posted		$27,986	$35,296
Additional collateral or termination payments:
One-notch downgrade		$       283	$     481
Two-notch downgrade		$  1,074	$  1,388

Hedge Accounting

The firm applies hedge accounting for (i) interest rate swaps used to manage the interest rate exposure of certain fixed-rate unsecured long- and short-term borrowings and certain fixed-rate certificates of deposit, (ii) foreign exchange forward contracts used to manage the foreign exchange risk of certain

available-for-sale

securities, (iii) foreign currency forward contracts and foreign currency-denominated debt used to manage foreign currency exposures on the firm’s net investment in certain

non-U.S.

operations and (iv) commodity futures contracts used to manage the price risk of certain commodities.

To qualify for hedge accounting, the hedging instrument must be highly effective at reducing the risk from the exposure being hedged. Additionally, the firm must formally document the hedging relationship at inception and assess the hedging relationship at least on a quarterly basis to ensure the hedging instrument continues to be highly effective over the life of the hedging relationship.

Fair Value Hedges

The firm designates interest rate swaps as fair value hedges of certain fixed-rate unsecured long- and short-term debt and fixed-rate certificates of deposit. These interest rate swaps hedge changes in fair value attributable to the designated benchmark interest rate (e.g., London Interbank Offered Rate (LIBOR), Secured Overnight Financing Rate or Overnight Index Swap Rate), effectively converting a substantial portion of fixed-rate obligations into floating-rate obligations.

The firm applies a statistical method that utilizes regression analysis when assessing the effectiveness of these hedging relationships in achieving offsetting changes in the fair values of the hedging instrument and the risk being hedged (i.e., interest rate risk). An interest rate swap is considered highly effective in offsetting changes in fair value attributable to changes in the hedged risk when the regression analysis results in a coefficient of determination of 80% or greater and a slope between 80% and 125%.

Goldman Sachs June 2021 Form 10-Q 28

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

For qualifying interest rate fair value hedges, gains or losses on derivatives are included in interest expense. The change in fair value of the hedged item attributable to the risk being hedged is reported as an adjustment to its carrying value (hedging adjustment) and is also included in interest expense. When a derivative is no longer designated as a hedge, any remaining difference between the carrying value and par value of the hedged item is amortized to interest expense over the remaining life of the hedged item using the effective interest method. See Note 23 for further information about interest income and interest expense.

The table below presents the gains/(losses) from interest rate derivatives accounted for as hedges and the related hedged borrowings and deposits, and total interest expense.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Interest rate hedges		$ 1,475		$   353			$(3,930	)	$ 6,939
Hedged borrowings and deposits		$(1,559	)	$  (564	)		$ 3,626		$(7,243	)
Interest expense		$ 1,310		$2,090			$ 2,882		$ 5,527

The table below presents the carrying value of deposits and unsecured borrowings that are designated in a hedging relationship and the related cumulative hedging adjustment (increase/(decrease)) from current and prior hedging relationships included in such carrying values.

$ in millions	Carrying Value	Cumulative Hedging Adjustment
As of June 2021
Deposits	$  15,707	$       456
Unsecured short-term borrowings	$    2,474	$         21
Unsecured long-term borrowings	$134,135	$  8,217
As of December 2020
Deposits	$  17,303	$    649
Unsecured short-term borrowings	$    5,976	$      53
Unsecured long-term borrowings	$115,242	$11,624

In the table above, cumulative hedging adjustment included $6.34 billion as of both June 2021 and December 2020 of hedging adjustments from prior hedging relationships that were

de-designated

and substantially all were related to unsecured long-term borrowings.

In addition,cumulative hedging adjustments for items no longer designated in a hedging relationship were $221 million as of June 2021 and $489 million as of December 2020 and substantially all were related to unsecured long-term borrowings.

In the third quarter of 2020, the firm designated foreign exchange forward contracts as fair value hedges of the foreign exchange risk of

non-U.S.

government securities classified as

available-for-sale.

See Note 8 for information about the amortized cost and fair value of such securities. The effectiveness of such hedges is assessed based on changes in spot rates. The losses on the hedges (relating to both spot and forward points) and the foreign exchange gains on the related

available-for-sale

securities were included in market making and were not material for both the three and six months ended June 2021.

During the second quarter of 2021, the firm designated commodity futures contracts as fair value hedges of the price risk of certain precious metals included in commodities within trading assets. As of June 2021, the carrying value of such commodities was $2.03 billion and the amortized cost was $2.09 billion. Changes in spot rates of such commodities are reflected as an adjustment to their carrying value, and the related gains/(losses) on both the commodities and the designated futures contracts are included in market making. The contractual forward points on the designated futures contracts are amortized into earnings ratably over the life of the contract and other gains/(losses) as a result of changes in the forward points are included in other comprehensive income/(loss). The cumulative hedging adjustment was not material as of June 2021 and the related gains/(losses) were not material for the three months ended June 2021.

Net Investment Hedges

The firm seeks to reduce the impact of fluctuations in foreign exchange rates on its net investments in certain

non-U.S.

operations through the use of foreign currency forward contracts and foreign currency-denominated debt. For foreign currency forward contracts designated as hedges, the effectiveness of the hedge is assessed based on the overall changes in the fair value of the forward contracts (i.e., based on changes in forward rates). For foreign currency-denominated debt designated as a hedge, the effectiveness of the hedge is assessed based on changes in spot rates. For qualifying net investment hedges, all gains or losses on the hedging instruments are included in currency translation.

The table below presents the gains/(losses) from net investment hedging.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021	2020
Hedges:
Foreign currency forward contract		$(233	)	$(114	)		$227	$642
Foreign currency-denominated debt		$    (6	)	$    (9	)		$259	$(30	)

29 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Gains or losses on individual net investments in

non-U.S.

operations are reclassified to earnings from accumulated other comprehensive income/(loss) when such net investments are sold or substantially liquidated. The gross and net gains and losses on hedges and the related net investments in

non-U.S.

operations reclassified to earnings from accumulated other comprehensive income/(loss) were not material for both the three and six months ended June 2021. The net gain reclassified to earnings from accumulated other comprehensive income/(loss) was $57 million (reflecting a gain of $208 million related to hedges and a loss of $151 million on the related net investments in non-U.S. operations) for both the three and six months ended June 2020.

The firm had designated $5.25 billion as of June 2021 and $4.97 billion as of December 2020 of foreign currency-denominated debt, included in unsecured long- and short-term borrowings, as hedges of net investments in

non-U.S.

subsidiaries.

Note 8.

Investments

Investments includes debt instruments and equity securities that are accounted for at fair value and are generally held by the firm in connection with its long-term investing activities. In addition, investments includes debt securities classified as

available-for-sale

and

held-to-maturity

that are generally held in connection with the firm’s asset-liability management activities. Investments also consists of equity securities that are accounted for under the equity method.

The table below presents information about investments.

	As of
$ in millions		June 2021	December 2020
Equity securities, at fair value		$21,045	$19,781
Debt instruments, at fair value		17,407	16,981
Available-for-sale securities, at fair value		46,569	46,016
Investments, at fair value		85,021	82,778
Held-to-maturity securities		5,260	5,301
Equity method investments		446	366
Total investments		$90,727	$88,445

Equity Securities and Debt Instruments, at Fair Value

Equity securities and debt instruments, at fair value are accounted for at fair value either under the fair value option or in accordance with other U.S. GAAP, and the related fair value gains and losses are recognized in the consolidated statements of earnings.

Equity Securities, at Fair Value.

Equity securities, at fair value consists of the firm’s public and private equity investments in corporate and real estate entities.

The table below presents information about equity securities, at fair value.

	As of
$ in millions		June 2021	December 2020
Equity securities, at fair value		$21,045	$19,781
Equity Type
Public equity		17%	15%
Private equity		83%	85%
Total		100%	100%
Asset Class
Corporate		83%	83%
Real estate		17%	17%
Total		100%	100%

In the table above:

• Equity securities, at fair value included investments accounted for at fair value under the fair value option where the firm would otherwise apply the equity method of accounting of $6.23 billion as of June 2021 and $7.14 billion as of December 2020. Gains recognized as a result of changes in the fair value of equity securities for which the fair value option was elected were $1.22 billion for the three months ended June 2021, $99 million for the three months ended June 2020, $1.64 billion for the six months ended June 2021 and $176 million for the six months ended June 2020. These gains are included in other principal transactions.

• Equity securities, at fair value included $2.50 billion as of June 2021 and $2.35 billion as of December 2020 of investments in funds that are measured at NAV.

Debt Instruments, at Fair Value.

Debt instruments, at fair value primarily includes mezzanine, senior and distressed debt.

The table below presents information about debt instruments, at fair value.

	As of
$ in millions		June 2021	December 2020
Corporate debt securities		$11,217	$10,991
Securities backed by real estate		2,213	1,940
Money market instruments		1,927	2,185
Other		2,050	1,865
Total		$17,407	$16,981

In the table above:

• Money market instruments primarily includes time deposits and investments in money market funds.

• Other included $1.49 billion as of June 2021 and $1.31 billion as of December 2020 of investments in credit funds that are measured at NAV.

Goldman Sachs June 2021 Form 10-Q 30

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Investments in Funds at Net Asset Value Per Share.

Equity securities and debt instruments, at fair value include investments in funds that are measured at NAV of the investment fund. The firm uses NAV to measure the fair value of fund investments when (i) the fund investment does not have a readily determinable fair value and (ii) the NAV of the investment fund is calculated in a manner consistent with the measurement principles of investment company accounting, including measurement of the investments at fair value.

Substantially all of the firm’s investments in funds at NAV consist of investments in firm-sponsored private equity, credit, real estate and hedge funds where the firm

co-invests

with third-party investors.

Private equity funds primarily invest in a broad range of industries worldwide, including leveraged buyouts, recapitalizations, growth investments and distressed investments. Credit funds generally invest in loans and other fixed income instruments and are focused on providing private high-yield capital for leveraged and management buyout transactions, recapitalizations, financings, refinancings, acquisitions and restructurings for private equity firms, private family companies and corporate issuers. Real estate funds invest globally, primarily in real estate companies, loan portfolios, debt recapitalizations and property. Private equity, credit and real estate funds are

closed-end

funds in which the firm’s investments are generally not eligible for redemption. Distributions will be received from these funds as the underlying assets are liquidated or distributed, the timing of which is uncertain.

The firm also invests in hedge funds, primarily multi-disciplinary hedge funds that employ a fundamental bottom-up investment approach across various asset classes and strategies. The firm’s investments in hedge funds primarily include interests where the underlying assets are illiquid in nature, and proceeds from redemptions will not be received until the underlying assets are liquidated or distributed, the timing of which is uncertain.

Private equity and hedge funds described above are primarily “covered funds” as defined in the Volcker Rule of the U.S. Dodd-Frank Wall Street Reform and Consumer Protection Act (Dodd-Frank Act). Substantially all of the credit and real estate funds described above are not covered funds. The Board of Governors of the Federal Reserve System (FRB) extended the conformance period to July 2022 for the firm’s investments in, and relationships with, certain legacy “illiquid funds” (as defined in the Volcker Rule) that were in place prior to December 2013. This extension is applicable to substantially all of the firm’s remaining investments in, and relationships with, such covered funds. As of June 2021, the firm’s total investments in funds at NAV of $3.99 billion included

 $1.65 

billion of investments that were in covered funds.

The firm expects to achieve compliance for these covered funds through ongoing harvesting of underlying fund investments in the ordinary course or through structural modifications to these funds. To the extent that the firm is not able to achieve compliance through these measures, the firm will be required to sell its interests in such funds by July 2022. If that occurs, the firm may receive a value for its interests that is less than the then carrying value as there could be a limited secondary market for these investments and the firm may be unable to sell them in orderly transactions.

The table below presents the fair value of investments in funds at NAV and the related unfunded commitments.

$ in millions	Fair Value of Investments	Unfunded Commitments
As of June 2021
Private equity funds	$2,137	$     625
Credit funds	1,490	685
Hedge funds	83	–
Real estate funds	278	206
Total	$3,988	$1,516
As of December 2020
Private equity funds	$2,042	$  557
Credit funds	1,312	680
Hedge funds	102	–
Real estate funds	208	213
Total	$3,664	$1,450

31 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Available-for-Sale

Securities

Available-for-sale

securities are accounted for at fair value, and the related unrealized fair value gains and losses are included in accumulated other comprehensive income/(loss) unless designated in a fair value hedging relationship. See Note 7 for information about

available-for-sale

securities that are designated in a hedging relationship.

The table below presents information about

available-for-sale

securities by tenor.

$ in millions	Amortized Cost	Fair Value	Weighted Average Yield
As of June 2021
Less than 1 year	$         25	$         25	0.03%
1 year to 5 years	37,089	37,003	0.51%
5 years to 10 years	7,453	7,503	1.18%
Total U.S. government obligations	44,567	44,531	0.62%
5 years to 10 years	1,759	1,710	0.10%
Greater than 10 years	357	328	0.74%
Total non-U.S. government obligations	2,116	2,038	0.21%
Total available-for-sale securities	$46,683	$46,569	0.61%
As of December 2020
Less than 1 year	$      25	$      25	0.08%
1 year to 5 years	35,831	36,158	0.70%
5 years to 10 years	7,454	7,732	1.19%
Total U.S. government obligations	43,310	43,915	0.78%
5 years to 10 years	1,739	1,744	0.10%
Greater than 10 years	353	357	0.74%
Total non-U.S. government obligations	2,092	2,101	0.21%
Total available-for-sale securities	$45,402	$46,016	0.76%

In the table above:

• Available-for-sale securities were classified in level 1 of the fair value hierarchy as of both June 2021 and December 2020.

• The firm sold available-for-sale securities of $3.22 billion (realized gains of $3 million) during the three months ended June 2021, $2.04 billion (realized gains of $54 million) during the three months ended June 2020, $13.42 billion (realized gains of $133 million) during the six months ended June 2021 and $3.49 billion (realized gains of $319 million) during the six months ended June 2020. Such gains were included in the consolidated statements of earnings.

• The gross unrealized gains included in accumulated other comprehensive income/(loss) were $273 million and the gross unrealized losses included in accumulated other comprehensive income/(loss) were $387 million as of June 2021. The gross unrealized gains included in accumulated other comprehensive income/(loss) were $631 million and the gross unrealized losses included in accumulated other comprehensive income/(loss) were not material as of December 2020 .

• Available-for-sale securities are reviewed to determine if an allowance for credit losses should be recorded in the consolidated statements of earnings. The firm considers various factors in such determination, including market conditions, changes in issuer credit ratings, severity of the unrealized losses, and the intent and ability to hold the security until recovery. The firm did not record any provision for credit losses on such securities during either the three or six months ended June 2021 or June 2020.

Fair Value of Investments by Level

The table below presents investments accounted for at fair value by level within the fair value hierarchy.

$ in millions	Level 1	Level 2	Level 3	Total
As of June 2021
Government and agency obligations:
U.S.	$44,531	$         –	$         –	$44,531
Non-U.S.	2,041	55	–	2,096
Corporate debt securities	83	6,176	4,958	11,217
Securities backed by real estate	–	1,096	1,117	2,213
Money market instruments	766	1,161	–	1,927
Other debt obligations	–	–	502	502
Equity securities	406	8,386	9,755	18,547
Subtotal	$47,827	$16,874	$16,332	$81,033
Investments in funds at NAV				3,988
Total investments				$85,021
As of December 2020
Government and agency obligations:
U.S.	$43,915	$        –	$        –	$43,915
Non-U.S.	2,109	48	–	2,157
Corporate debt securities	70	5,635	5,286	10,991
Securities backed by real estate	–	942	998	1,940
Money market instruments	781	1,404	–	2,185
Other debt obligations	–	–	497	497
Equity securities	517	7,270	9,642	17,429
Subtotal	$47,392	$15,299	$16,423	$79,114
Investments in funds at NAV				3,664
Total investments				$82,778

See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of investments.

Goldman Sachs June 2021 Form 10-Q 32

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Significant Unobservable Inputs

The table below presents the amount of level 3 investments, and ranges and weighted averages of significant unobservable inputs used to value such investments.

	As of June 2021			As of December 2020
$ in millions		Amount or Range	Weighted Average		Amount or Range	Weighted Average
Corporate debt securities
Level 3 assets		$4,958			$5,286
Yield		7.0% to 14.6%	9.4%		4.5% to 19.5%	10.2%
Recovery rate		9.1% to 76.0%	59.9%		10.0% to 70.0%	50.7%
Duration (years)		2.6 to 7.3	4.4		3.0 to 7.7	4.2
Multiples		0.5x to 20.9x	7.6x		0.6x to 29.3x	6.9x
Securities backed by real estate
Level 3 assets		$1,117			$998
Yield		8.3% to 28.2%	16.8%		8.2% to 52.4%	17.5%
Recovery rate		20.9% to 57.8%	32.9%		21.6% to 57.8%	33.7%
Duration (years)		0.5 to 3.2	3.1		0.4 to 3.6	2.7
Other debt obligations
Level 3 assets		$502			$497
Yield		2.4% to 9.6%	4.3%		1.7% to 6.2%	3.5%
Duration (years)		1.3 to 9.5	5.6		0.2 to 10.3	6.4
Equity securities
Level 3 assets		$9,755			$9,642
Multiples		0.5x to 33.8x	12.1x		0.6x to 27.9x	9.0x
Discount rate/yield		4.8% to 50.1%	15.4%		4.0% to 38.5%	13.5%
Capitalization rate		3.8% to 13.1%	6.2%		3.7% to 14.1%	6.3%

In the table above:

• Ranges represent the significant unobservable inputs that were used in the valuation of each type of investment.

• Weighted averages are calculated by weighting each input by the relative fair value of the investment.

• The ranges and weighted averages of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one investment. For example, the highest multiple for private equity securities is appropriate for valuing a specific private equity security but may not be appropriate for valuing any other private equity security. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 investments.

• Increases in yield, discount rate, capitalization rate or duration used in the valuation of level 3 investments would have resulted in a lower fair value measurement, while increases in recovery rate or multiples would have resulted in a higher fair value measurement as of both June 2021 and December 2020. Due to the distinctive nature of each level 3 investment, the interrelationship of inputs is not necessarily uniform within each product type.

• Corporate debt securities, securities backed by real estate and other debt obligations are valued using discounted cash flows, and equity securities are valued using market comparables and discounted cash flows.

• The fair value of any one instrument may be determined using multiple valuation techniques. For example, market comparables and discounted cash flows may be used together to determine fair value. Therefore, the level 3 balance encompasses both of these techniques.

Level 3 Rollforward

The table below presents a summary of the changes in fair value for level 3 investments.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Beginning balance		$17,049		$19,408			$16,423		$15,282
Net realized gains/(losses)		85		40			245		121
Net unrealized gains/(losses)		1,106		(135	)		1,894		(1,395	)
Purchases		558		344			971		811
Sales		(422	)	(110	)		(778	)	(1,186	)
Settlements		(1,174	)	(192	)		(1,734	)	(504	)
Transfers into level 3		873		428			1,522		5,937
Transfers out of level 3		(1,743	)	(1,867	)		(2,211	)	(1,150	)
Ending balance		$16,332		$17,916			$16,332		$17,916

In the table above:

• Changes in fair value are presented for all investments that are classified in level 3 as of the end of the period.

• Net unrealized gains/(losses) relates to investments that were still held at period-end.

• Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If an investment was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.

• For level 3 investments, increases are shown as positive amounts, while decreases are shown as negative amounts.

33 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information, by product type, for investments included in the summary table above.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Corporate debt securities
Beginning balance		$  5,314		$  7,149			$ 5,286		$  3,465
Net realized gains/(losses)		25		27			127		78
Net unrealized gains/(losses)		179		35			295		(406	)
Purchases		27		181			215		244
Sales		(155	)	(33	)		(281	)	(209	)
Settlements		(437	)	(72	)		(678	)	(226	)
Transfers into level 3		506		87			844		3,800
Transfers out of level 3		(501	)	(802	)		(850	)	(174	)
Ending balance		$  4,958		$  6,572			$ 4,958		$  6,572
Securities backed by real estate
Beginning balance		$  1,039		$     775			$      998		$     595
Net realized gains/(losses)		13		7			27		17
Net unrealized gains/(losses)		36		(28	)		36		(104	)
Purchases		168		7			208		94
Settlements		(111	)	(26	)		(211	)	(43	)
Transfers into level 3		–		159			87		321
Transfers out of level 3		(28	)	(14	)		(28	)	–
Ending balance		$  1,117		$     880			$ 1,117		$     880
Other debt obligations
Beginning balance		$       523		$     428			$      497		$     319
Net realized gains/(losses)		4		4			8		7
Net unrealized gains/(losses)		3		1			2		17
Purchases		11		14			39		4
Sales		(11	)	(15	)		(12	)	–
Settlements		(28	)	(3	)		(32	)	(9	)
Transfers into level 3		–		–			–		91
Ending balance		$       502		$     429			$      502		$     429
Equity securities
Beginning balance		$10,173		$11,056			$ 9,642		$10,903
Net realized gains/(losses)		43		2			83		19
Net unrealized gains/(losses)		888		(143	)		1,561		(902	)
Purchases		352		142			509		469
Sales		(256	)	(62	)		(485	)	(977	)
Settlements		(598	)	(91	)		(813	)	(226	)
Transfers into level 3		367		182			591		1,725
Transfers out of level 3		(1,214	)	(1,051	)		(1,333	)	(976	)
Ending balance		$  9,755		$10,035			$ 9,755		$10,035

Level 3 Rollforward Commentary

Three Months Ended June 2021.

The net realized and unrealized gains on level 3 investments of $1.19 billion (reflecting $85 million of net realized gains and $1.11 billion of net unrealized gains) for the three months ended June 2021 included gains of $1.12 billion reported in other principal transactions and $66 million reported in interest income.

The net unrealized gains on level 3 investments for the three months ended June 2021 primarily reflected gains on certain private equity securities and corporate debt securities (in each case, principally driven by corporate performance and company-specific events).

Transfers into level 3 investments during the three months ended June 2021 primarily reflected transfers of certain corporate debt securities and private equity securities from level 2 (in each case, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).

Transfers out of level 3 investments during the three months ended June 2021 primarily reflected transfers of certain private equity securities to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments) and transfers of certain corporate debt securities to level 2 (principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments and increased price transparency as a result of market evidence, including market transactions in these instruments).

Six Months Ended June 2021.

The net realized and unrealized gains on level 3 investments of $2.14 billion (reflecting $245 million of net realized gains and $1.89 billion of net unrealized gains) for the six months ended June 2021 included gains of $2.02 billion reported in other principal transactions and $116 million reported in interest income.

The net unrealized gains on level 3 investments for the six months ended June 2021 primarily reflected gains on certain private equity securities and corporate debt securities (in each case, principally driven by corporate performance and company-specific events).

Transfers into level 3 investments during the six months ended June 2021 primarily reflected transfers of certain corporate debt securities and private equity securities from level 2 (in each case, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).

Transfers out of level 3 investments during the six months ended June 2021 primarily reflected transfers of certain private equity securities to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments) and transfers of certain corporate debt securities to level 2 (principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments and increased price transparency as a result of market evidence, including market transactions in these instruments).

Goldman Sachs June 2021 Form 10-Q 34

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Three Months Ended June 2020.

The net realized and unrealized losses on level 3 investments of $95 million (reflecting $40 million of net realized gains and $135 million of net unrealized losses) for the three months ended June 2020 included gains/(losses) of $(170) million reported in other principal transactions and $75 million reported in interest income.

The net unrealized losses on level 3 investments for the three months ended June 2020 primarily reflected losses on certain private equity securities (principally driven by corporate performance).

Transfers into level 3 investments during the three months ended June 2020 primarily reflected transfers of certain private equity securities and securities backed by real estate from level 2 (in each case, principally due to reduced price transparency as a result of lack of market evidence, including fewer transactions in these instruments).

Transfers out of level 3 investments during the three months ended June 2020 primarily reflected transfers of certain private equity securities and corporate debt securities to level 2 (in each case, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).

Six Months Ended June 2020.

The net realized and unrealized losses on level 3 investments of $1.27 billion (reflecting $121 million of net realized gains and $1.40 billion of net unrealized losses) for the six months ended June 2020 included gains/(losses) of $(1.41) billion reported in other principal transactions and $132 million reported in interest income.

The net unrealized losses on level 3 investments for the six months ended June 2020 primarily reflected losses on certain private equity securities (principally driven by corporate performance), and corporate debt securities (principally driven by the impact of wider credit spreads and corporate performance).

Transfers into level 3 investments during the six months ended June 2020 primarily reflected transfers of certain corporate debt securities from level 2 (principally due to certain unobservable yield and duration inputs becoming significant to the valuation of these instruments), and private equity securities from level 2 (principally due to reduced price transparency as a result of a lack of market evidence, including fewer transactions in these instruments).

Transfers out of level 3 investments during the six months ended June 2020 primarily reflected transfers of certain private equity securities and corporate debt securities to level 2 (in each case, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).

Held-to-Maturity

Securities

Held-to-maturity

securities are accounted for at amortized cost.

The table below presents information about

held-to-maturity

securities by type and tenor.

$ in millions	Amortized Cost	Fair Value	Weighted Average Yield
As of June 2021
Less than 1 year	$     501	$     506	2.53%
1 year to 5 years	4,057	4,283	2.30%
Total U.S. government obligations	4,558	4,789	2.33%
5 years to 10 years	3	3	2.65%
Greater than 10 years	699	724	1.11%
Total securities backed by real estate	702	727	1.12%
Total held-to-maturity securities	$5,260	$5,516	2.17%
As of December 2020
Less than 1 year	$   501	$   513	2.53%
1 year to 5 years	2,529	2,695	2.34%
5 years to 10 years	1,531	1,675	2.25%
Total U.S. government obligations	4,561	4,883	2.33%
5 years to 10 years	4	3	2.56%
Greater than 10 years	736	751	1.08%
Total securities backed by real estate	740	754	1.08%
Total held-to-maturity securities	$5,301	$5,637	2.15%

In the table above:

• Substantially all of the securities backed by real estate consist of securities backed by residential real estate.

• As these securities are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these securities been included in the firm’s fair value hierarchy, U.S. government obligations would have been classified in level 1 and securities backed by real estate would have been primarily classified in level 2 of the fair value hierarchy as of both June 2021 and December 2020.

• The gross unrealized gains were $257 million as of June 2021 and $340 million as of December 2020. The gross unrealized losses were 0t material as of both June 2021 and December 2020.

• Held-to-maturity securities are reviewed to determine if an allowance for credit losses should be recorded in the consolidated statements of earnings. The firm considers various factors in such determination, including market conditions, changes in issuer credit ratings, historical credit losses and sovereign guarantees. Provision for credit losses on such securities was not material during either the three or six months ended June 2021 or June 2020.

35 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Note 9.

Loans

Loans include (i) loans held for investment that are accounted for at amortized cost net of allowance for loan losses or at fair value under the fair value option and (ii) loans held for sale that are accounted for at the lower of cost or fair value. Interest on loans is recognized over the life of the loan and is recorded on an accrual basis.

The table below presents information about loans.

$ in millions	Amortized Cost		Fair Value	Held For Sale	Total
As of June 2021
Loan Type
Corporate	$  44,153		$  2,786	$     875	$  47,814
Wealth management	32,833		7,122	–	39,955
Commercial real estate	17,321		1,677	470	19,468
Residential real estate	11,696		417	105	12,218
Consumer:
Installment	3,257		–	–	3,257
Credit cards	5,210		–	–	5,210
Other	4,841		514	531	5,886
Total loans, gross	119,311		12,516	1,981	133,808
Allowance for loan losses	(3,271	)	–	–	(3,271	)
Total loans	$116,040		$12,516	$1,981	$130,537
As of December 2020
Loan Type
Corporate	$  44,778		$  2,751	$1,130	$  48,659
Wealth management	25,151		7,872	–	33,023
Commercial real estate	17,096		1,961	1,233	20,290
Residential real estate	5,236		494	20	5,750
Consumer:
Installment	3,823		–	–	3,823
Credit cards	4,270		–	–	4,270
Other	3,211		547	416	4,174
Total loans, gross	103,565		13,625	2,799	119,989
Allowance for loan losses	(3,874	)	–	–	(3,874	)
Total loans	$  99,691		$13,625	$2,799	$116,115

The following is a description of the loan types in the table above:

• Corporate. Corporate loans includes term loans, revolving lines of credit, letter of credit facilities and bridge loans, and are principally used for operating and general corporate purposes, or in connection with acquisitions. Corporate loans may be secured or unsecured, depending on the loan purpose, the risk profile of the borrower and other factors.

• Wealth Management. Wealth management loans includes loans extended to private bank clients, including wealth management and other clients. These loans are used to finance investments in both financial and nonfinancial assets, bridge cash flow timing gaps or provide liquidity for other needs. Substantially all of such loans are secured by securities, residential real estate, commercial real estate or other assets.

• Commercial Real Estate. Commercial real estate loans include originated loans (other than those extended to private bank clients) that are directly or indirectly secured by hotels, retail stores, multifamily housing complexes and commercial and industrial properties. Commercial real estate loans also includes loans extended to clients who warehouse assets that are directly or indirectly backed by commercial real estate. In addition, commercial real estate includes loans purchased by the firm.

• Residential Real Estate. Residential real estate loans primarily includes loans extended by the firm to clients (other than those extended to private bank clients) who warehouse assets that are directly or indirectly secured by residential real estate and loans purchased by the firm.

• Installment. Installment loans are unsecured and are originated by the firm.

• Credit Cards. Credit card loans are loans made pursuant to revolving lines of credit issued to consumers by the firm.

• Other. Other loans primarily includes loans extended to clients who warehouse assets that are directly or indirectly secured by consumer loans, including auto loans and private student loans, and other assets. Other loans also includes unsecured consumer and credit card loans purchased by the firm.

Credit Quality

Risk Assessment.

The firm’s risk assessment process includes evaluating the credit quality of its loans. For corporate loans and a majority of wealth management, real estate and other loans, the firm performs credit reviews which include initial and ongoing analyses of its borrowers, resulting in an internal credit rating. A credit review is an independent analysis of the capacity and willingness of a borrower to meet its financial obligations and is performed on an annual basis or more frequently if circumstances change that indicate that a review may be necessary. The determination of internal credit ratings also incorporates assumptions with respect to the nature of and outlook for the borrower’s industry and the economic environment.

Goldman Sachs June 2021 Form 10-Q 36

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents gross loans by an internally determined public rating agency equivalent or other credit metrics and the concentration of secured and unsecured loans.

$ in millions	Investment- Grade	Non-Investment- Grade	Other Metrics/ Unrated	Total
As of June 2021
Accounting Method
Amortized cost	$41,387	$64,523	$13,401	$119,311
Fair value	2,323	5,306	4,887	12,516
Held for sale	110	1,263	608	1,981
Total	$43,820	$71,092	$18,896	$133,808
Loan Type
Corporate	$11,370	$35,980	$       464	$  47,814
Wealth management	28,195	5,477	6,283	39,955
Real estate:
Commercial	1,668	16,970	830	19,468
Residential	687	10,234	1,297	12,218
Consumer:
Installment	–	–	3,257	3,257
Credit cards	–	–	5,210	5,210
Other	1,900	2,431	1,555	5,886
Total	$43,820	$71,092	$18,896	$133,808
Secured	86%	93%	47%	84%
Unsecured	14%	7%	53%	16%
Total	100%	100%	100%	100%
As of December 2020
Accounting Method
Amortized cost	$33,532	$58,250	$11,783	$103,565
Fair value	2,084	5,925	5,616	13,625
Held for sale	224	2,152	423	2,799
Total	$35,840	$66,327	$17,822	$119,989
Loan Type
Corporate	$  9,478	$38,704	$     477	$  48,659
Wealth management	22,098	5,331	5,594	33,023
Real estate:
Commercial	1,792	17,480	1,018	20,290
Residential	636	3,852	1,262	5,750
Consumer:
Installment	–	–	3,823	3,823
Credit cards	–	–	4,270	4,270
Other	1,836	960	1,378	4,174
Total	$35,840	$66,327	$17,822	$119,989
Secured	83%	90%	46%	82%
Unsecured	17%	10%	54%	18%
Total	100%	100%	100%	100%

In the table above:

• Wealth management loans included in the other metrics/unrated category primarily consists of loans backed by residential real estate and securities, and real estate loans included in the other metrics/unrated category primarily consists of purchased loans. The firm’s risk assessment process for these loans includes reviewing certain key metrics, such as loan-to-value ratio, delinquency status, collateral values, expected cash flows, the Fair Isaac Corporation (FICO) credit score (which measures a borrower’s creditworthiness by considering factors such as payment and credit history) and other risk factors.

• For installment and credit card loans included in the other metrics/unrated category, the evaluation of credit quality incorporates the borrower’s FICO credit score. FICO credit scores are periodically refreshed by the firm to assess the updated creditworthiness of the borrower. See “Vintage” below for information about installment and credit card loans by FICO credit scores.

The firm also assigns a regulatory risk rating to its loans based on the definitions provided by the U.S. federal bank regulatory agencies. Total loans included 89% of loans as of June 2021 and 85% of loans as of December 2020 that were rated

pass/non-criticized.

37 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Vintage.

The tables below present gross loans accounted for at amortized cost (excluding installment and credit card loans) by an internally determined public rating agency equivalent or other credit metrics and origination year for term loans.

	As of June 2021
$ in millions		Investment- Grade	Non-Investment- Grade	Other Metrics/ Unrated	Total
2021		$  2,357	$  3,683	$     126	$    6,166
2020		1,466	5,887	–	7,353
2019		601	5,022	–	5,623
2018		1,864	3,006	–	4,870
2017		803	2,324	–	3,127
2016 or earlier		369	2,646	45	3,060
Revolving		3,316	10,562	76	13,954
Corporate		10,776	33,130	247	44,153
2021		454	326	534	1,314
2020		551	247	–	798
2019		725	380	–	1,105
2018		270	130	–	400
2017		373	30	–	403
2016 or earlier		585	251	–	836
Revolving		23,828	2,214	1,935	27,977
Wealth management		26,786	3,578	2,469	32,833
2021		191	2,129	82	2,402
2020		580	2,965	14	3,559
2019		70	1,818	–	1,888
2018		134	1,675	7	1,816
2017		26	1,458	10	1,494
2016 or earlier		–	782	465	1,247
Revolving		404	4,499	12	4,915
Commercial real estate		1,405	15,326	590	17,321
2021		413	309	116	838
2020		–	986	116	1,102
2019		–	34	223	257
2018		–	104	190	294
2017		8	55	136	199
2016 or earlier		–	1	62	63
Revolving		175	8,656	112	8,943
Residential real estate		596	10,145	955	11,696
2021		243	377	101	721
2020		–	64	421	485
2019		–	29	24	53
2018		–	183	32	215
2017		–	6	8	14
Revolving		1,581	1,685	87	3,353
Other		1,824	2,344	673	4,841
Total		$41,387	$64,523	$4,934	$110,844
Percentage of total		37%	58%	5%	100%

	As of December 2020
$ in millions		Investment- Grade	Non-Investment- Grade	Other Metrics/ Unrated	Total
2020		$  1,978	$  7,545	$   140	$  9,663
2019		889	6,106	–	6,995
2018		2,076	3,555	–	5,631
2017		851	3,083	–	3,934
2016		268	1,262	–	1,530
2015 or earlier		351	2,073	–	2,424
Revolving		2,662	11,891	48	14,601
Corporate		9,075	35,515	188	44,778
2020		497	313	–	810
2019		723	403	–	1,126
2018		298	87	–	385
2017		377	30	–	407
2016		22	20	–	42
2015 or earlier		531	264	–	795
Revolving		18,077	2,085	1,424	21,586
Wealth management		20,525	3,202	1,424	25,151
2020		848	3,071	55	3,974
2019		76	1,965	–	2,041
2018		137	2,164	25	2,326
2017		26	1,734	12	1,772
2016		–	165	9	174
2015 or earlier		–	775	526	1,301
Revolving		461	5,047	–	5,508
Commercial real estate		1,548	14,921	627	17,096
2020		402	976	115	1,493
2019		–	90	271	361
2018		–	123	249	372
2017		9	83	152	244
2016		–	1	–	1
2015 or earlier		–	–	70	70
Revolving		225	2,470	–	2,695
Residential real estate		636	3,743	857	5,236
2020		242	84	466	792
2019		–	67	29	96
2018		–	46	–	46
2017		–	8	–	8
Revolving		1,506	664	99	2,269
Other		1,748	869	594	3,211
Total		$33,532	$58,250	$3,690	$95,472
Percentage of total		35%	61%	4%	100%

In the tables above, revolving loans which converted to term loans were not material as of both June 2021 and December 2020.

Goldman Sachs June 2021 Form 10-Q 38

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents gross installment loans by refreshed FICO credit scores and origination year and gross credit card loans by refreshed FICO credit scores.

$ in millions	Greater than or equal to 660	Less than 660	Total
As of June 2021
2021	$     674	$         5	$     679
2020	988	38	1,026
2019	837	84	921
2018	471	74	545
2017	69	13	82
2016	3	1	4
Installment	3,042	215	3,257
Credit cards	4,077	1,133	5,210
Total	$7,119	$1,348	$8,467
Percentage of total:
Installment	93%	7%	100%
Credit cards	78%	22%	100%
Total	84%	16%	100%
As of December 2020
2020	$1,321	$     38	$1,359
2019	1,225	132	1,357
2018	792	150	942
2017	128	30	158
2016	6	1	7
Installment	3,472	351	3,823
Credit cards	3,398	872	4,270
Total	$6,870	$1,223	$8,093
Percentage of total:
Installment	91%	9%	100%
Credit cards	80%	20%	100%
Total	85%	15%	100%

In the table above, credit card loans consist of revolving lines of credit.

Credit Concentrations.

The table below presents the concentration of gross loans by region.

$ in millions	Carrying Value	Americas	EMEA	Asia	Total
As of June 2021
Corporate	$  47,814	57%	33%	10%	100%
Wealth management	39,955	86%	11%	3%	100%
Commercial real estate	19,468	70%	22%	8%	100%
Residential real estate	12,218	90%	8%	2%	100%
Consumer:
Installment	3,257	100%	–	–	100%
Credit cards	5,210	100%	–	–	100%
Other	5,886	85%	13%	2%	100%
Total	$133,808	75%	19%	6%	100%
As of December 2020
Corporate	$  48,659	60%	31%	9%	100%
Wealth management	33,023	88%	10%	2%	100%
Commercial real estate	20,290	71%	19%	10%	100%
Residential real estate	5,750	88%	9%	3%	100%
Consumer:
Installment	3,823	100%	–	–	100%
Credit cards	4,270	100%	–	–	100%
Other	4,174	81%	17%	2%	100%
Total	$119,989	75%	19%	6%	100%

In the table above:

• EMEA represents Europe, Middle East and Africa.

• The top five industry concentrations for corporate loans as of June 2021 were 19% for technology, media & telecommunications (17% as of December 2020), 18% for funds (13% as of December 2020), 16% for diversified industrials (17% as of December 2020), 10% for natural resources & utilities (12% as of December 2020), and 7% for healthcare (7% as of December 2020).

Nonaccrual and Past Due Loans.

Loans accounted for at amortized cost (other than credit card loans) are placed on nonaccrual status when it is probable that the firm will not collect all principal and interest due under the contractual terms, regardless of the delinquency status or if a loan is past due for 90 days or more, unless the loan is both well collateralized and in the process of collection. At that time, all accrued but uncollected interest is reversed against interest income and interest subsequently collected is recognized on a cash basis to the extent the loan balance is deemed collectible. Otherwise, all cash received is used to reduce the outstanding loan balance. A loan is considered past due when a principal or interest payment has not been made according to its contractual terms. Credit card loans are not placed on nonaccrual status and accrue interest until the loan is paid in full or is

charged-off.

In certain circumstances, the firm may modify the original terms of a loan agreement by granting a concession to a borrower experiencing financial difficulty, typically in the form of a modification of loan covenants, but may also include forbearance of interest or principal, payment extensions or interest rate reductions. These modifications, to the extent significant, are considered troubled debt restructurings (TDRs). Loan modifications that extend payment terms for a period of less than 90 days are generally considered insignificant and therefore not reported as TDRs.

The firm adopted the relief issued under the Coronavirus Aid, Relief, and Economic Security Act, as amended, and certain interpretive guidance issued by the U.S. banking agencies that provides for certain modified loans that would otherwise meet the definition of a TDR to not be classified as such. Loans accounted for at amortized cost that were not classified as TDRs as a result of this relief and interpretive guidance were $133 million as of June 2021 and were $184 million as of December 2020.

39 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information about past due loans.

$ in millions	30-89 days	90 days or more	Total
As of June 2021
Corporate	$  –	$  80	$  80
Wealth management	0	39	39
Commercial real estate	14	190	204
Residential real estate	1	17	18
Consumer:
Installment	21	7	28
Credit cards	49	36	85
Other	15	5	20
Total	$100	$374	$474
Total divided by gross loans at amortized cost			0.4%
As of December 2020
Corporate	$  –	$294	$294
Wealth management	58	34	92
Commercial real estate	49	183	232
Residential real estate	4	23	27
Consumer:
Installment	42	16	58
Credit cards	46	31	77
Other	20	4	24
Total	$219	$585	$804
Total divided by gross loans at amortized cost			0.8%

The table below presents information about nonaccrual loans.

	As of
$ in millions		June 2021	December 2020
Corporate		$2,074	$2,651
Wealth management		59	61
Commercial real estate		689	649
Residential real estate		18	25
Installment		43	44
Other		–	122
Total		$2,883	$3,552
Total divided by gross loans at amortized cost		2.4%	3.4%

In the table above:

• Nonaccrual loans included $286 million as of June 2021 and $533 million as of December 2020 of loans that were 30 days or more past due.

• Loans that were 90 days or more past due and still accruing were not material as of both June 2021 and December 2020.

• Nonaccrual loans included $234 million as of June 2021 and $315 million as of December 2020 of corporate and commercial real estate loans that were modified in a troubled debt restructuring. The firm’s lending commitments related to these loans were not material as of both June 2021 and December 2020. Installment loans that were modified in a troubled debt restructuring were not material as of both June 2021 and December 2020.

Allowance for Credit Losses

The firm’s allowance for credit losses consists of the allowance for losses on loans and lending commitments accounted for at amortized cost. Loans and lending commitments accounted for at fair value or accounted for at the lower of cost or fair value are not subject to an allowance for credit losses.

To determine the allowance for credit losses, the firm classifies its loans and lending commitments accounted for at amortized cost into wholesale and consumer portfolios. These portfolios represent the level at which the firm has developed and documented its methodology to determine the allowance for credit losses. The allowance for credit losses is measured on a collective basis for loans that exhibit similar risk characteristics using a modeled approach and asset-specific basis for loans that do not share similar risk characteristics.

The allowance for credit losses takes into account the weighted average of a range of forecasts of future economic conditions over the expected life of the loan and lending commitments. The expected life of each loan or lending commitment is determined based on the contractual term adjusted for extension options or demand features. The forecasts include baseline, favorable and adverse economic scenarios over a three-year period. For loans with expected lives beyond three years, the model reverts to historical loss information based on a

non-linear

modeled approach. The forecasted economic scenarios consider a number of risk factors relevant to the wholesale and consumer portfolios described below. The firm applies judgment in weighing individual scenarios each quarter based on a variety of factors, including the firm’s internally derived economic outlook, market consensus, recent macroeconomic conditions and industry trends.

The allowance for credit losses also includes qualitative components which allow management to reflect the uncertain nature of economic forecasting, capture uncertainty regarding model inputs, and account for model imprecision and concentration risk.

Goldman Sachs June 2021 Form 10-Q 40

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Management’s estimate of credit losses entails judgment about loan collectability at the reporting dates, and there are uncertainties inherent in those judgments. The allowance for credit losses is subject to a governance process that involves review and approval by senior management within the firm’s independent risk oversight and control functions. Personnel within the firm’s independent risk oversight and control functions are responsible for forecasting the economic variables that underlie the economic scenarios that are used in the modeling of expected credit losses. While management uses the best information available to determine this estimate, future adjustments to the allowance may be necessary based on, among other things, changes in the economic environment or variances between actual results and the original assumptions used.

The table below presents gross loans and lending commitments accounted for at amortized cost by portfolio.

	As of
	June 2021			December 2020
$ in millions		Loans	Lending Commitments		Loans	Lending Commitments
Wholesale
Corporate		$  44,153	$148,973		$  44,778	$127,756
Wealth management		32,833	3,382		25,151	2,314
Commercial real estate		17,321	4,151		17,096	4,154
Residential real estate		11,696	2,410		5,236	1,804
Other		4,841	5,461		3,211	4,841
Consumer
Installment		3,257	8		3,823	4
Credit cards		5,210	28,529		4,270	21,640
Total		$119,311	$192,914		$103,565	$162,513

In the table above:

• Wholesale loans included $2.84 billion as of June 2021 and $3.51 billion as of December 2020 of nonaccrual loans for which the allowance for credit losses was measured on an asset-specific basis. The allowance for credit losses on these loans was $557 million as of June 2021 and $649 million as of December 2020. These loans included $317 million as of June 2021 and $584 million as of December 2020 of loans which did not require a reserve as the loan was deemed to be recoverable.

• Credit card lending commitments included $26.57 billion as of June 2021 and $21.64 billion as of December 2020 related to credit card lines issued by the firm to consumers. These credit card lines are cancellable by the firm. Credit card lending commitments also included approximately $2.0 billion as of June 2021 related to a commitment to acquire the General Motors co-branded credit card portfolio.

See Note 18 for further information about lending commitments.

The following is a description of the methodology used to calculate the allowance for credit losses:

Wholesale.

The allowance for credit losses for wholesale loans and lending commitments that exhibit similar risk characteristics is measured using a modeled approach. These models determine the probability of default and loss given default based on various risk factors, including internal credit ratings, industry default and loss data, expected life, macroeconomic indicators, the borrower’s capacity to meet its financial obligations, the borrower’s country of risk and industry, loan seniority and collateral type. For lending commitments, the methodology also considers probability of drawdowns or funding. In addition, for loans backed by real estate, risk factors include the

loan-to-value

ratio, debt service ratio and home price index. The most significant inputs to the forecast model for wholesale loans and lending commitments include unemployment rates, GDP, credit spreads, commercial and industrial delinquency rates, short- and long-term interest rates, and oil prices.

The allowance for loan losses for wholesale loans that do not share similar risk characteristics, such as nonaccrual loans or loans in a troubled debt restructuring, is calculated using the present value of expected future cash flows discounted at the loan’s original effective rate, the observable market price of the loan or the fair value of the collateral.

Wholesale loans are

charged-off

against the allowance for loan losses when deemed to be uncollectible.

Consumer.

The allowance for credit losses for consumer loans that exhibit similar risk characteristics is calculated using a modeled approach which classifies consumer loans into pools based on borrower-related and exposure-related characteristics that differentiate a pool’s risk characteristics from other pools. The factors considered in determining a pool are generally consistent with the risk characteristics used for internal credit risk measurement and management and include key metrics, such as FICO credit scores, delinquency status, loan vintage and macroeconomic indicators. The most significant inputs to the forecast model for consumer loans include unemployment rates and delinquency rates. The expected life of revolving credit card loans is determined by modeling expected future draws and the timing and amount of repayments allocated to the funded balance. The firm also recognizes an allowance for credit losses on commitments to acquire loans. However, no allowance for credit losses is recognized on credit card lending commitments as they are cancellable by the firm.

The allowance for credit losses for consumer loans that do not share similar risk characteristics, such as loans in a troubled debt restructuring, is calculated using the present value of expected future cash flows discounted at the loan’s original effective rate.

41 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Installment loans are

charged-off

when they are 120 days past due. Credit card loans are

charged-off

when they are 180 days past due.

Allowance for Credit Losses Rollforward

The table below presents information about the allowance for credit losses.

$ in millions	Wholesale		Consumer		Total
Three Months Ended June 2021
Allowance for loan losses
Beginning balance	$2,408		$1,107		$3,515
Net (charge-offs)/recoveries	8		(56	)	(48	)
Provision	(240	)	47		(193	)
Other	(3	)	–		(3	)
Ending balance	$2,173		$1,098		$3,271
Allowance ratio	2.0%		13.0%		2.7%
Net charge-off ratio	0.0%		2.8%		0.2%
Allowance for losses on lending commitments
Beginning balance	$     541		$     180		$     721
Provision	95		6		101
Ending balance	$     636		$     186		$     822
Three Months Ended June 2020
Allowance for loan losses
Beginning balance	$1,943		$   925		$2,868
Net (charge-offs)/recoveries	(174	)	(86	)	(260	)
Provision	1,129		305		1,434
Other	(141	)	–		(141	)
Ending balance	$2,757		$1,144		$3,901
Allowance ratio	2.8%		17.0%		3.7%
Net charge-off ratio	0.7%		5.1%		0.9%
Allowance for losses on lending commitments
Beginning balance	$   335		$      –		$   335
Provision	155		–		155
Ending balance	$   490		$      –		$   490
Six Months Ended June 2021
Allowance for loan losses
Beginning balance	$2,584		$1,290		$3,874
Net (charge-offs)/recoveries	(9	)	(117	)	(126	)
Provision	(370	)	(75	)	(445	)
Other	(32	)	–		(32	)
Ending balance	$2,173		$1,098		$3,271
Allowance ratio	2.0%		13.0%		2.7%
Net charge-off ratio	0.0%		2.9%		0.2%
Allowance for losses on lending commitments
Beginning balance	$     557		$       –		$     557
Provision	97		186		283
Other	(18	)	–		(18	)
Ending balance	$     636		$     186		$     822
Six Months Ended June 2020
Allowance for loan losses
Beginning balance	$1,331		$   837		$2,168
Net (charge-offs)/recoveries	(224	)	(167	)	(391	)
Provision	1,875		474		2,349
Other	(225	)	–		(225	)
Ending balance	$2,757		$1,144		$3,901
Allowance ratio	2.8%		17.0%		3.7%
Net charge-off ratio	0.5%		5.0%		0.8%
Allowance for losses on lending commitments
Beginning balance	$   313		$      –		$   313
Provision	177		0		177
Ending balance	$   490		$      –		$   490

In the table above:

• Other represents the reduction to the allowance related to loans and lending commitments transferred to held for sale.

• The allowance ratio is calculated by dividing the allowance for loan losses by gross loans accounted for at amortized cost.

• The net charge-off ratio is calculated by dividing annualized net (charge-offs)/recoveries by average gross loans accounted for at amortized cost.

• The beginning balance for the allowance for loan losses and allowance for losses on lending commitments for the six months ended June 2020 reflects the cumulative effect of measuring the allowance under the CECL standard as of January 1, 2020. The cumulative effect was an increase in the allowance for credit losses of $679 million, which consisted of (i) an increase in the allowance for loan losses of $727 million (an increase in the allowance for wholesale loans of $452 million, an increase in the allowance for consumer loans of $444 million and a decrease in the allowance for PCI loans of $169 million) and (ii) a decrease in the allowance for lending commitments of $48 million.

As of December 2020, the allowance ratio was 2.7% for wholesale, 15.9% for consumer and 3.7% for total loans. The net

charge-off

ratio for the year ended December 2020 was 0.6% for wholesale, 4.2% for consumer and 0.9% for total loans.

Allowance for Credit Losses Rollforward Commentary

Three Months Ended June 2021.

The allowance for credit losses decreased by $143 million during the three months ended June 2021.

The provision for credit losses for wholesale and consumer loans and lending commitments reflected a net reserve reduction driven by improved broader economic conditions, partially offset by growth in the firm’s wholesale and consumer lending portfolios.

Net (charge-offs)/recoveries for the three months ended June 2021 for wholesale loans were not material and net (charge-offs)/recoveries for consumer loans were primarily related to credit cards.

Goldman Sachs June 2021 Form 10-Q 42

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Six Months Ended June 2021.

The allowance for credit losses decreased by $338 million during the six months ended June 2021.

The provision for credit losses for wholesale and consumer loans and lending commitments reflected a reserve reduction driven by improved broader economic conditions and lower credit loss expectations, partially offset by growth in the firm’s wholesale and consumer lending portfolios, including a provision for credit losses of $185 million relating to the pending acquisition of the General Motors

co-branded

credit card portfolio.

Net (charge-offs)/recoveries for the six months ended June 2021 for wholesale loans were not material and net (charge-offs)/recoveries for consumer loans were primarily related to credit cards.

Forecast model inputs as of June 2021.

When modeling expected credit losses, the firm employs a weighted, multivariate forecast, which includes baseline, adverse and favorable economic scenarios. As of June 2021, the forecasted economic scenarios were most heavily weighted towards the baseline and adverse scenarios. The forecast model incorporated adjustments to reflect the impact of the coronavirus

(COVID-19)

pandemic-related economic support programs provided by national governments.

The table below presents the forecasted range (across the baseline, adverse and favorable scenarios) of the U.S. unemployment and U.S. GDP growth rates used in the forecast model as of June 2021.

	U.S. Unemployment Rate	Growth/(Decline) in U.S. GDP
Forecast for the quarter ended:
December 2021	4.6% to 9.5%	5.3% to (2.4)%
June 2022	4.2% to 9.7%	7.2% to (2.4)%
December 2022	3.9% to 8.0%	8.8% to (0.5)%

In the table above:

• U.S. unemployment rate represents the rate forecasted as of the respective quarter-end.

• Growth/(decline) in U.S. GDP represents the change in quarterly U.S. GDP relative to the U.S. GDP for the fourth quarter of 2019 (pre-pandemic levels).

• While the U.S. unemployment and U.S. GDP growth rates are significant inputs to the forecast model, the model contemplates a variety of other inputs across a range of scenarios to provide a forecast of future economic conditions. Given the complex nature of the forecasting process, no single economic variable can be viewed in isolation and independently of other inputs.

Three Months Ended June 2020.

The allowance for credit losses increased by $1.19 billion during the three months ended June 2020.

The provision for credit losses for wholesale and consumer loans reflected the continued impact of the COVID-19 pandemic on macroeconomic indicators such as unemployment and GDP, which deteriorated in the second quarter and resulted in higher modeled expected losses and lower recoveries. In addition, the provision for credit losses for wholesale loans was impacted by ratings downgrades and asset-specific provisions primarily related to borrowers in the diversified industrials, technology, media & telecommunications, and natural resource industries.

Net (charge-offs)/recoveries for the three months ended June 2020 for wholesale loans were substantially all related to corporate loans and net (charge-offs)/recoveries for consumer loans were primarily related to installment loans.

Six Months Ended June 2020.

The allowance for credit losses increased by $2.59 billion during the six months ended June 2020 reflecting $679 million relating to the impact of CECL adoption and $1.91 billion from activity during the period.

The provision for credit losses for wholesale and consumer loans reflected the impact of the COVID-19 pandemic on economic conditions, which resulted in higher modeled expected losses and lower recoveries. In addition, the provision for credit losses for wholesale loans was impacted by ratings downgrades and asset-specific provisions primarily related to borrowers in the technology, media & telecommunications, diversified industrials, and oil and gas industries. Besides the weaker economic outlook related to the COVID-19 pandemic, the provision for credit losses for consumer loans for the six months ended June 2020 was also impacted by the continued seasoning of the credit card portfolio.

Net (charge-offs)/recoveries for the six months ended June 2020 for wholesale loans were substantially all related to corporate loans and net (charge-offs)/recoveries for consumer loans were primarily related to installment loans.

43 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Fair Value of Loans by Level

The table below presents loans held for investment accounted for at fair value under the fair value option by level within the fair value hierarchy.

$ in millions	Level 1	Level 2	Level 3	Total
As of June 2021
Loan Type
Corporate	$–	$  1,934	$     852	$  2,786
Wealth management	–	7,059	63	7,122
Commercial real estate	–	757	920	1,677
Residential real estate	–	299	118	417
Other	–	238	276	514
Total	$–	$10,287	$2,229	$12,516
As of December 2020
Loan Type
Corporate	$–	$  1,822	$   929	$  2,751
Wealth management	–	7,809	63	7,872
Commercial real estate	–	857	1,104	1,961
Residential real estate	–	234	260	494
Other	–	225	322	547
Total	$–	$10,947	$2,678	$13,625

The gains/(losses) as a result of changes in the fair value of loans held for investment for which the fair value option was elected were $101 million for the three months ended June 2021, $12 million for the three months ended June 2020, $193 million for the six months ended June 2021 and $(15) million for the six months ended June 2020. These gains/(losses) were included in other principal transactions.

See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of loans.

Significant Unobservable Inputs

The table below presents the amount of level 3 loans, and ranges and weighted averages of significant unobservable inputs used to value such loans.

	As of June 2021			As of December 2020
$ in millions		Amount or Range	Weighted Average		Amount or Range	Weighted Average
Corporate
Level 3 assets		$852			$929
Yield		2.0% to 37.2%	11.5%		1.1% to 45.2%	12.4%
Recovery rate		15.0% to 98.6%	51.1%		15.0% to 58.0%	31.0%
Duration (years)		2.0 to 5.0	3.4		1.5 to 5.3	3.4
Commercial real estate
Level 3 assets		$920			$1,104
Yield		1.0% to 19.7%	13.4%		4.5% to 19.3%	11.0%
Recovery rate		9.1% to 99.5%	54.3%		3.0% to 99.8%	66.5%
Duration (years)		0.3 to 4.3	1.6		0.3 to 4.8	2.6
Residential real estate
Level 3 assets		$118			$260
Yield		1.5% to 13.5%	10.7%		2.0% to 14.0%	12.1%
Duration (years)		0.4 to 2.4	0.9		0.6 to 2.6	1.7
Wealth management and other
Level 3 assets		$339			$385
Yield		3.5% to 18.7%	9.7%		2.8% to 18.7%	8.0%
Duration (years)		3.7 to 5.0	4.0		0.9 to 5.5	4.1

In the table above:

• Ranges represent the significant unobservable inputs that were used in the valuation of each type of loan.

• Weighted averages are calculated by weighting each input by the relative fair value of the loan.

• The ranges and weighted averages of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one loan. For example, the highest yield for residential real estate loans is appropriate for valuing a specific residential real estate loan but may not be appropriate for valuing any other residential real estate loan. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 loans.

• Increases in yield or duration used in the valuation of level 3 loans would have resulted in a lower fair value measurement, while increases in recovery rate would have resulted in a higher fair value measurement as of both June 2021 and December 2020. Due to the distinctive nature of each level 3 loan, the interrelationship of inputs is not necessarily uniform within each product type.

• Loans are valued using discounted cash flows.

Level 3 Rollforward

The table below presents a summary of the changes in fair value for level 3 loans.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Beginning balance		$2,531		$2,753			$2,678		$1,890
Net realized gains/(losses)		21		16			47		37
Net unrealized gains/(losses)		22		10			(11	)	(53	)
Purchases		35		58			68		397
Sales		–		–			–		(7	)
Settlements		(249	)	(173	)		(377	)	(379	)
Transfers into level 3		51		163			94		787
Transfers out of level 3		(182	)	(168	)		(270	)	(13	)
Ending balance		$2,229		$2,659			$2,229		$2,659

In the table above:

• Changes in fair value are presented for loans that are classified in level 3 as of the end of the period.

• Net unrealized gains/(losses) relates to loans that were still held at period-end.

• Purchases includes originations and secondary purchases.

• Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a loan was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.

Goldman Sachs June 2021 Form 10-Q 44

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information, by loan type, for loans included in the summary table above.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Corporate
Beginning balance		$     976		$1,044			$     929		$   752
Net realized gains/(losses)		8		4			16		10
Net unrealized gains/(losses)		3		(1	)		(8	)	(17	)
Purchases		32		37			51		64
Sales		–		–			–		(7	)
Settlements		(136	)	(60	)		(133	)	(79	)
Transfers into level 3		50		83			94		229
Transfers out of level 3		(81	)	(168	)		(97	)	(13	)
Ending balance		$     852		$   939			$     852		$   939
Commercial real estate
Beginning balance		$1,028		$1,063			$1,104		$   591
Net realized gains/(losses)		7		7			13		16
Net unrealized gains/(losses)		–		(13	)		(18	)	(37	)
Purchases		3		16			17		285
Settlements		(68	)	(47	)		(148	)	(171	)
Transfers into level 3		1		58			–		400
Transfers out of level 3		(51	)	–			(48	)	–
Ending balance		$     920		$1,084			$     920		$1,084
Residential real estate
Beginning balance		$     176		$   260			$     260		$   221
Net realized gains/(losses)		3		2			6		1
Net unrealized gains/(losses)		(19	)	15			(24	)	1
Purchases		–		5			–		42
Settlements		(17	)	(15	)		(28	)	(39	)
Transfers into level 3		–		1			–		42
Transfers out of level 3		(25	)	–			(96	)	–
Ending balance		$     118		$   268			$     118		$   268
Wealth management and other
Beginning balance		$     351		$   386			$     385		$   326
Net realized gains/(losses)		3		3			12		10
Net unrealized gains/(losses)		38		9			39		–
Purchases		–		–			–		6
Settlements		(28	)	(51	)		(68	)	(90	)
Transfers into level 3		–		21			–		116
Transfers out of level 3		(25	)	–			(29	)	–
Ending balance		$     339		$   368			$     339		$   368

Level 3 Rollforward Commentary

Three Months Ended June 2021.

The net realized and unrealized gains on level 3 loans of $43 million (reflecting $21 million of net realized gains and $22 million of net unrealized gains) for the three months ended June 2021 included gains of $32 million reported in other principal transactions and $11 million reported in interest income.

The drivers of the net unrealized gains on level 3 loans for the three months ended June 2021 were not material.

The drivers of transfers into level 3 loans during the three months ended June 2021 were not material.

Transfers out of level 3 loans during the three months ended June 2021 primarily reflected transfers of certain corporate loans and commercial real estate to level 2 (in each case, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).

Six Months Ended June 2021.

The net realized and unrealized gains on level 3 loans of $36 million (reflecting $47 million of net realized gains and $11 million of net unrealized losses) for the six months ended June 2021 included gains of $19 million reported in other principal transactions and $17 million reported in interest income.

The drivers of the net unrealized

losse

s on level 3 loans for the six months ended June 2021 were not material.

The drivers of transfers into level 3

loans 

during the six months ended June 2021 reflected transfers of certain corporate loans from level 2 (principally due to reduced price transparency as a result of a lack of market evidence including fewer market transactions in these instruments).

Transfers out of level 3 loans during the six months ended June 2021 primarily reflected transfers of certain corporate loans and residential real estate to level 2 (in each case, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).

Three Months Ended June 2020.

The net realized and unrealized gains on level 3 loans of $26 million (reflecting $16 million of net realized gains and $10 million of net unrealized gains) for the three months ended June 2020 included gains of $15 million reported in other principal transactions and $11 million reported in interest income.

The drivers of the net unrealized gains on level 3 loans for the three months ended June 2020 were not material.

Transfers into level 3 loans during the three months ended June 2020 primarily reflected transfers of certain corporate loans from level 2 (principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).

Transfers out of level 3 loans during the three months ended June 2020 reflected transfers of certain corporate loans to level 2 (principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments).

45 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Six Months Ended June 2020.

The net realized and unrealized losses on level 3 loans of $16 million (reflecting $37 million of net realized gains and $53 million of net unrealized losses) for the six months ended June 2020 included gains/(losses) of $(35) million reported in other principal transactions and $19 million reported in interest income.

The drivers of the net unrealized losses on level 3 loans for the six months ended June 2020 were not material.

Transfers into level 3 loans during the six months ended June 2020 primarily reflected transfers of certain loans backed by commercial real estate and corporate loans from level 2 (in each case, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).

The drivers of transfers out of level 3 loans during the six months ended June 2020 were not material.

Estimated Fair Value

The table below presents the estimated fair value of loans that are not accounted for at fair value and in what level of the fair value hierarchy they would have been classified if they had been included in the firm’s fair value hierarchy.

	Carrying Value		Estimated Fair Value
$ in millions				Level 2	Level 3	Total
As of June 2021
Amortized cost		$116,040		$70,217	$46,798	$117,015
Held for sale		$    1,981		$  1,475	$       515	$    1,990
As of December 2020
Amortized cost		$  99,691		$52,793	$48,512	$101,305
Held for sale		$    2,799		$  1,541	$  1,271	$    2,812

Note 10.

Fair Value Option

Other Financial Assets and Liabilities at Fair Value

In addition to trading assets and liabilities, and certain investments and loans, the firm accounts for certain of its other financial assets and liabilities at fair value, substantially all under the fair value option. The primary reasons for electing the fair value option are to:

• Reflect economic events in earnings on a timely basis;

• Mitigate volatility in earnings from using different measurement attributes (e.g., transfers of financial assets accounted for as financings are recorded at fair value, whereas the related secured financing would be recorded on an accrual basis absent electing the fair value option); and

• Address simplification and cost-benefit considerations (e.g., accounting for hybrid financial instruments at fair value in their entirety versus bifurcation of embedded derivatives and hedge accounting for debt hosts).

Hybrid financial instruments are instruments that contain bifurcatable embedded derivatives and do not require settlement by physical delivery of nonfinancial assets (e.g., physical commodities). If the firm elects to bifurcate the embedded derivative from the associated debt, the derivative is accounted for at fair value and the host contract is accounted for at amortized cost, adjusted for the effective portion of any fair value hedges. If the firm does not elect to bifurcate, the entire hybrid financial instrument is accounted for at fair value under the fair value option.

Other financial assets and liabilities accounted for at fair value under the fair value option include:

• Resale and repurchase agreements;

• Certain securities borrowed and loaned transactions;

• Certain customer and other receivables and certain other liabilities;

• Certain time deposits (deposits with no stated maturity are not eligible for a fair value option election), including structured certificates of deposit, which are hybrid financial instruments;

• Substantially all other secured financings, including transfers of assets accounted for as financings; and

• Certain unsecured short- and long-term borrowings, substantially all of which are hybrid financial instruments.

Goldman Sachs June 2021 Form 10-Q 46

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Fair Value of Other Financial Assets and Liabilities by Level

The table below presents, by level within the fair value hierarchy, other financial assets and liabilities at fair value, substantially all of which are accounted for at fair value under the fair value option.

$ in millions	Level 1	Level 2		Level 3		Total
As of June 2021
Assets
Resale agreements	$–	$ 154,123		$         –		$ 154,123
Securities borrowed	–	41,076		–		41,076
Customer and other receivables	–	57		–		57
Total	$–	$ 195,256		$         –		$ 195,256
Liabilities
Deposits	$–	$  (29,650	)	$  (3,908	)	$  (33,558	)
Repurchase agreements	–	(151,692	)	–		(151,692	)
Securities loaned	–	(6,301	)	–		(6,301	)
Other secured financings	–	(23,279	)	(2,891	)	(26,170	)
Unsecured borrowings:
Short-term	–	(20,410	)	(11,461	)	(31,871	)
Long-term	–	(34,682	)	(9,714	)	(44,396	)
Other liabilities	–	(2	)	(162	)	(164	)
Total	$–	$(266,016	)	$(28,136	)	$(294,152	)
As of December 2020
Assets
Resale agreements	$–	$108,060		$          –		$ 108,060
Securities borrowed	–	28,898		–		28,898
Customer and other receivables	–	82		–		82
Total	$–	$137,040		$          –		$ 137,040
Liabilities
Deposits	$–	$ (11,955	)	$  (4,221	)	$  (16,176	)
Repurchase agreements	–	(126,569	)	(2	)	(126,571	)
Securities loaned	–	(1,053	)	–		(1,053	)
Other secured financings	–	(20,652	)	(3,474	)	(24,126	)
Unsecured borrowings:
Short-term	–	(19,227	)	(7,523	)	(26,750	)
Long-term	–	(28,335	)	(12,576	)	(40,911	)
Other liabilities	–	(1	)	(262	)	(263	)
Total	$–	$(207,792	)	$(28,058	)	$(235,850	)

In the table above, other financial assets are shown as positive amounts and other financial liabilities are shown as negative amounts.

See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of other financial assets and liabilities.

Significant Unobservable Inputs

See below for information about the significant unobservable inputs used to value level 3 other financial assets and liabilities at fair value as of both June 2021 and December 2020.

Other Secured Financings.

The ranges and weighted averages of significant unobservable inputs used to value level 3 other secured financings are presented below. These ranges and weighted averages exclude unobservable inputs that are only relevant to a single instrument, and therefore are not meaningful.

As of June 2021:

• Yield: 1.4% to 7.1% (weighted average: 2.4%)

• Duration: 1.1 to 7.5 years (weighted average: 4.1 years)

As of December 2020:

• Yield: 1.4% to 7.1% (weighted average: 2.7%)

• Duration: 1.4 to 8.0 years (weighted average: 4.0 years)

Generally, increases in yield or duration, in isolation, would have resulted in a lower fair value measurement as of

period-end.

Due to the distinctive nature of each of level 3 other secured financings, the interrelationship of inputs is not necessarily uniform across such financings. See Note 11 for further information about other secured financings.

Deposits, Unsecured Borrowings and Other Liabilities.

Substantially all of the firm’s deposits, unsecured short- and long-term borrowings, and other liabilities that are classified in level 3 are hybrid financial instruments. As the significant unobservable inputs used to value hybrid financial instruments primarily relate to the embedded derivative component of these deposits, unsecured borrowings and other liabilities, these unobservable inputs are incorporated in the firm’s derivative disclosures in Note 7. See Note 13 for further information about deposits, Note 14 for further information about unsecured borrowings and Note 15 for further information about other liabilities.

Repurchase Agreements.

As of June 2021, the firm had no level 3 repurchase agreements. As of December 2020, the firm’s level 3 repurchase agreements w

ere

 not material.

47 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Level 3 Rollforward

The table below presents a summary of the changes in fair value for level 3 other financial liabilities accounted for at fair value.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Beginning balance		$(27,791	)	$(21,650	)		$(28,058	)	$(21,036	)
Net realized gains/(losses)		(200	)	(109	)		(294	)	(203	)
Net unrealized gains/(losses)		(612	)	(1,977	)		(49	)	777
Issuances		(7,776	)	(9,541	)		(12,334	)	(15,206	)
Settlements		7,258		7,707			10,844		11,132
Transfers into level 3		(903	)	(628	)		(980	)	(1,622	)
Transfers out of level 3		1,888		235			2,735		195
Ending balance		$(28,136	)	$(25,963	)		$(28,136	)	$(25,963	)

In the table above:

• Changes in fair value are presented for all other financial liabilities that are classified in level 3 as of the end of the period.

• Net unrealized gains/(losses) relates to other financial liabilities that were still held at period-end.

• Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a financial liability was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.

• For level 3 other financial liabilities, increases are shown as negative amounts, while decreases are shown as positive amounts.

• Level 3 other financial liabilities are frequently economically hedged with trading assets and liabilities. Accordingly, gains or losses that are classified in level 3 can be partially offset by gains or losses attributable to level 1, 2 or 3 trading assets and liabilities. As a result, gains or losses included in the level 3 rollforward below do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.

The table below presents information, by the consolidated balance sheet line items, for liabilities included in the summary table above.

	Three Months Ended June						Six Months Ended June
$ in millions		2021			2020			2021		2020
Deposits
Beginning balance		$  (3,984	)		$  (3,996	)		$  (4,221	)	$  (4,023	)
Net realized gains/(losses)		(9	)		(1	)		(16	)	4
Net unrealized gains/(losses)		(110	)		(79	)		(111	)	(75	)
Issuances		(125	)		(3,929	)		(215	)	(4,025	)
Settlements		313			3,796			625		3,919
Transfers into level 3		(7	)		(44	)		(28	)	(66	)
Transfers out of level 3		14			36			58		49
Ending balance		$  (3,908	)		$  (4,217	)		$  (3,908	)	$  (4,217	)
Repurchase agreements
Beginning balance		$           (1	)		$       (12	)		$           (2	)	$      (30	)
Net unrealized gains/(losses)		–			(4	)		–		(1	)
Settlements		1			6			2		21
Ending balance		$          –			$       (10	)		$          –		$      (10	)
Other secured financings
Beginning balance		$  (3,224	)		$  (1,230	)		$  (3,474	)	$     (386	)
Net realized gains/(losses)		(9	)		2			(6	)	5
Net unrealized gains/(losses)		(1	)		(32	)		35		26
Issuances		(34	)		(806	)		(62	)	(806	)
Settlements		92			293			323		373
Transfers into level 3		(111	)		–			(304	)	(985	)
Transfers out of level 3		396		��	–			597		–
Ending balance		$  (2,891	)		$  (1,773	)		$  (2,891	)	$  (1,773	)
Unsecured short-term borrowings
Beginning balance		$(10,246	)		$  (5,411	)		$  (7,523	)	$  (5,707	)
Net realized gains/(losses)		(103	)		(48	)		(130	)	(81	)
Net unrealized gains/(losses)		(184	)		(735	)		(135	)	605
Issuances		(6,012	)		(2,853	)		(9,480	)	(5,339	)
Settlements		4,510			2,572			5,303		4,008
Transfers into level 3		(395	)		(445	)		(218	)	(353	)
Transfers out of level 3		969			114			722		61
Ending balance		$(11,461	)		$  (6,806	)		$(11,461	)	$  (6,806	)
Unsecured long-term borrowings
Beginning balance		$(10,177	)		$(10,676	)		$(12,576	)	$(10,741	)
Net realized gains/(losses)		(79	)		(70	)		(142	)	(146	)
Net unrealized gains/(losses)		(314	)		(1,132	)		62		393
Issuances		(1,605	)		(1,945	)		(2,577	)	(5,021	)
Settlements		2,342			1,040			4,591		2,811
Transfers into level 3		(390	)		(139	)		(430	)	(218	)
Transfers out of level 3		509			85			1,358		85
Ending balance		$  (9,714	)		$(12,837	)		$  (9,714	)	$(12,837	)
Other liabilities
Beginning balance		$       (159	)		$    (325	)		$       (262	)	$     (149	)
Net realized gains/(losses)		–			8			–		15
Net unrealized gains/(losses)		(3	)		5			100		(171	)
Issuances		–			(8	)		–		(15	)
Ending balance		$       (162	)		$     (320	)		$       (162	)	$     (320	)

Level 3 Rollforward Commentary

Three Months Ended June 2021.

The net realized and unrealized losses on level 3 other financial liabilities of $812 million (reflecting $200 million of net realized losses and $612 million of net unrealized losses) for the three months ended June 2021 included gains/(losses) of $(862) million reported in market making, $(10) million reported in other principal transactions and $(4) million reported in interest expense in the consolidated statements of earnings and $64 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.

Goldman Sachs June 2021 Form 10-Q 48

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The

net

unrealized losses on level 3 other financial liabilities for the three months ended June 2021 primarily reflected losses on certain hybrid financial instruments included in unsecured long- and short-term borrowings and deposits (in each case, principally due to an increase in global equity prices).

Transfers into level 3 other financ

i

al liabilities during the three months ended June 2021 primarily reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings from level 2 (principally due to reduced transparency of certain volatility and correlation inputs used to value these instruments).

Transfers out of level 3 other financial liabilities during the three months ended June 2021 primarily reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings to level 2 (principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments) and transfers of certain other secured financings to level 2 (principally due to increased price transparency of certain yield and duration inputs used to value these instruments).

Six Months Ended June 2021.

The net realized and unrealized losses on level 3 other financial liabilities of $343 million (reflecting $294 million of net realized losses and $49 million of net unrealized losses) for the six months ended June 2021 included gains/(losses) of $(428) million reported in market making, $29 million reported in other principal transactions and $(7) million reported in interest expense in the consolidated statements of earnings and $63 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.

The

net

unrealized losses on level 3 other financial liabilities for the six months ended June 2021 primarily reflected losses on certain hybrid financial instruments included in unsecured short-term borrowings and deposits (in each case, principally due to an increase in global equity prices), partially offset by gains on other liabilities (principally due to an increase in the market value of the underlying assets) and gains on certain hybrid financial instruments included in unsecured long-term borrowings (principally due to an increase in interest rates).

Transfers into level 3 other financial liabilities during the six months ended June 2021 primarily reflected transfers of certain hybrid financial instruments included in unsecured long- and short-term borrowings from level 2 (principally due to reduced transparency of certain volatility and correlation inputs used to value these instruments) and transfers of certain other secured financings from level 2 (principally due to reduced price transparency of certain yield and duration inputs used to value these instruments).

Transfers out of level 3 other financial liabilities during the six months ended June 2021 primarily reflected transfers of certain hybrid financial instruments included in unsecured long- and short-term borrowings to level 2 (principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments) and transfers of certain other secured financings to level 2 (principally due to increased price transparency of certain yield and duration inputs used to value these instruments).

Three Months Ended June 2020.

The net realized and unrealized losses on level 3 other financial liabilities of $2.09 billion (reflecting $109 million of net realized losses and $1.98 billion of net unrealized losses) for the three months ended June 2020 included losses of $1.24 billion reported in market making, $10 million reported in other principal transactions and $2 million reported in interest expense in the consolidated statements of earnings and $839 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.

The net unrealized losses on level 3 other financial liabilities for the three months ended June 2020 primarily reflected losses on certain hybrid financial instruments included in unsecured long- and short-term borrowings (principally due to an increase in global equity prices).

Transfers into level 3 other financial liabilities during the three months ended June 2020 primarily reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings from level 2 (principally due to reduced transparency of certain volatility and correlation inputs used to value these instruments).

Transfers out of level 3 other financial liabilities during the three months ended June 2020 primarily reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings to level 2 (principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments).

Six Months Ended June 2020.

The net realized and unrealized gains on level 3 other financial liabilities of $574 million (reflecting $203 million of net realized losses and $777 million of net unrealized gains) for the six months ended June 2020 included gains/(losses) of $247 million reported in market making, $55 million reported in other principal transactions and $(5) million reported in interest expense in the consolidated statements of earnings and $277 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.

49 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The net unrealized gains on level 3 other financial liabilities for the six months ended June 2020 primarily reflected gains on certain hybrid financial instruments included in unsecured short- and long-term borrowings (principally due to a decrease in global equity prices and interest rates), partially offset by losses on other liabilities and deposits (in each case, principally due to changes in the market value of the underlying assets).

Transfers into level 3 other financial liabilities during the six months ended June 2020 primarily reflected transfers of certain other secured financings and hybrid financial instruments included in unsecured short- and long-term borrowings from level 2 (in each case, principally due to reduced transparency of certain volatility and correlation inputs used to value these instruments).

Transfers out of level 3 other financial liabilities during the six months ended June 2020 primarily reflected transfers of certain hybrid financial instruments included in unsecured long- and short-term borrowings to level 2 (principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments).

Gains and Losses on Other Financial Assets and Liabilities Accounted for at Fair Value Under the Fair Value Option

The table below presents the gains and losses recognized in earnings as a result of the election to apply the fair value option to certain financial assets and liabilities.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Unsecured short-term borrowings		$     (850	)	$(2,352	)		$(1,810	)	$ 2,129
Unsecured long-term borrowings		(1,473	)	(2,015	)		(1,702	)	(1,023	)
Other		(177	)	(492	)		(71	)	(94	)
Total		$(2,500	)	$(4,859	)		$(3,583	)	$ 1,012

In the table above:

• Gains/(losses) were substantially all included in market making.

• Gains/(losses) exclude contractual interest, which is included in interest income and interest expense, for all instruments other than hybrid financial instruments. See Note 23 for further information about interest income and interest expense.

• Gains/(losses) included in unsecured short- and long-term borrowings were substantially all related to the embedded derivative component of hybrid financial instruments for both the three and six months ended June 2021 and June 2020. These gains and losses would have been recognized under other U.S. GAAP even if the firm had not elected to account for the entire hybrid financial instrument at fair value.

• Other primarily consists of gains/(losses) on customer and other receivables, deposits, other secured financings and other liabilities.

• Other financial assets and liabilities at fair value are frequently economically hedged with trading assets and liabilities. Accordingly, gains or losses on such other financial assets and liabilities can be partially offset by gains or losses on trading assets and liabilities. As a result, gains or losses on other financial assets and liabilities do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.

See Note 8 for information about gains/(losses) on equity securities and Note 9 for information about gains/(losses) on loans which are accounted for at fair value under the fair value option. Gains/(losses) on trading assets and liabilities accounted for at fair value under the fair value option are included in market making. See Note 5 for further information about gains/(losses) from market making.

Long-Term Debt Instruments

The difference between the aggregate contractual principal amount and the related fair value of long-term other secured financings, for which the fair value option was elected, was not material as of both June 2021 and December 2020.

The fair value of unsecured long-term borrowings, for which the fair value option was elected, exceeded the related aggregate contractual principal amount by $298 million as of June 2021 and $445 million as of December 2020. The amounts above include both principal-protected and

non-principal-protected

long-term borrowings.

Debt Valuation Adjustment

The firm calculates the fair value of financial liabilities for which the fair value option is elected by discounting future cash flows at a rate which incorporates the firm’s credit spreads.

The table below presents information about the net debt valuation adjustment (DVA) gains/(losses) on financial liabilities for which the fair value option was elected.

	Three Months Ended June				Six Months Ended June
$ in millions		2021	2020			2021	2020
DVA (pre-tax)		$159	$(2,938	)		$130	$933
DVA (net of tax)		$117	$(2,218	)		$  98	$696

In the table above:

• DVA (net of tax) is included in debt valuation adjustment in the consolidated statements of comprehensive income.

• The gains/(losses) reclassified to earnings from accumulated other comprehensive income/(loss) upon extinguishment of such financial liabilities were not material for both the three and six months ended June 2021 and June 2020.

Goldman Sachs June 2021 Form 10-Q 50

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Loans and Lending Commitments

The table below presents the difference between the aggregate fair value and the aggregate contractual principal amount for loans (included in trading assets and loans in the consolidated balance sheets) for which the fair value option was elected.

	As of
$ in millions		June 2021	December 2020
Performing loans
Aggregate contractual principal in excess of fair value		$  1,398	$     958
Loans on nonaccrual status and/or more than 90 days past due
Aggregate contractual principal in excess of fair value		$11,120	$10,526
Aggregate fair value		$  3,498	$  3,519

In the table above, the aggregate contractual principal amount of loans on nonaccrual status and/or more than 90 days past due (which excludes loans carried at zero fair value and considered uncollectible) exceeds the related fair value primarily because the firm regularly purchases loans, such as distressed loans, at values significantly below the contractual principal amounts.

The fair value of unfunded lending commitments for which the fair value option was elected was a liability of $7 million as of June 2021 and $25 million as of December 2020, and the related total contractual amount of these lending commitments was $808 million as of June 2021 and $1.64 billion as of December 2020. See Note 18 for further information about lending commitments.

Impact of Credit Spreads on Loans and Lending Commitments

The estimated net gain/(loss) attributable to changes in instrument-specific credit spreads on loans and lending commitments for which the fair value option was elected was $71 million for the three months ended June 2021, $(30) million for the three months ended June 2020, $203 million for the six months ended June 2021 and $(224) million for the six months ended June 2020. The firm generally calculates the fair value of loans and lending commitments for which the fair value option is elected by discounting future cash flows at a rate which incorporates the instrument-specific credit spreads. For floating-rate loans and lending commitments, substantially all changes in fair value are attributable to changes in instrument-specific credit spreads, whereas for fixed-rate loans and lending commitments, changes in fair value are also attributable to changes in interest rates.

Note 11.

Collateralized Agreements and Financings

Collateralized agreements are resale agreements and securities borrowed. Collateralized financings are repurchase agreements, securities loaned and other secured financings. The firm enters into these transactions in order to, among other things, facilitate client activities, invest excess cash, acquire securities to cover short positions and finance certain firm activities.

Collateralized agreements and financings are presented on a

net-by-counterparty

basis when a legal right of setoff exists. Interest on collateralized agreements, which is included in interest income, and collateralized financings, which is included in interest expense, is recognized over the life of the transaction. See Note 23 for further information about interest income and interest expense.

Resale and Repurchase Agreements

A resale agreement is a transaction in which the firm purchases financial instruments from a seller, typically in exchange for cash, and simultaneously enters into an agreement to resell the same or substantially the same financial instruments to the seller at a stated price plus accrued interest at a future date.

A repurchase agreement is a transaction in which the firm sells financial instruments to a buyer, typically in exchange for cash, and simultaneously enters into an agreement to repurchase the same or substantially the same financial instruments from the buyer at a stated price plus accrued interest at a future date.

Even though repurchase and resale agreements (including “repos- and

reverses-to-maturity”)

involve the legal transfer of ownership of financial instruments, they are accounted for as financing arrangements because they require the financial instruments to be repurchased or resold before or at the maturity of the agreement. The financial instruments purchased or sold in resale and repurchase agreements typically include U.S. government and agency, and investment-grade sovereign obligations.

The firm receives financial instruments purchased under resale agreements and makes delivery of financial instruments sold under repurchase agreements. To mitigate credit exposure, the firm monitors the market value of these financial instruments on a daily basis, and delivers or obtains additional collateral due to changes in the market value of the financial instruments, as appropriate. For resale agreements, the firm typically requires collateral with a fair value approximately equal to the carrying value of the relevant assets in the consolidated balance sheets.

51 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Securities Borrowed and Loaned Transactions

In a securities borrowed transaction, the firm borrows securities from a counterparty in exchange for cash or securities. When the firm returns the securities, the counterparty returns the cash or securities. Interest is generally paid periodically over the life of the transaction.

In a securities loaned transaction, the firm lends securities to a counterparty in exchange for cash or securities. When the counterparty returns the securities, the firm returns the cash or securities posted as collateral. Interest is generally paid periodically over the life of the transaction.

The firm receives securities borrowed and makes delivery of securities loaned. To mitigate credit exposure, the firm monitors the market value of these securities on a daily basis, and delivers or obtains additional collateral due to changes in the market value of the securities, as appropriate. For securities borrowed transactions, the firm typically requires collateral with a fair value approximately equal to the carrying value of the securities borrowed transaction.

Securities borrowed and loaned within Fixed Income, Currency and Commodities (FICC) financing are recorded at fair value under the fair value option. See Note 10 for further information about securities borrowed and loaned accounted for at fair value.

Substantially all of securities borrowed and loaned within Equities financing are recorded based on the amount of cash collateral advanced or received plus accrued interest. The firm also reviews such securities borrowed to determine if an allowance for credit losses should be recorded by taking into consideration the fair value of collateral received. As these agreements generally can be terminated on demand, they exhibit little, if any, sensitivity to changes in interest rates. Therefore, the carrying value of such agreements approximates fair value. As these agreements are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these agreements been included in the firm’s fair value hierarchy, they would have been classified in level 2 as of both June 2021 and December 2020.

Offsetting Arrangements

The table below presents resale and repurchase agreements and securities borrowed and loaned transactions included in the consolidated balance sheets, as well as the amounts not offset in the consolidated balance sheets.

	Assets					Liabilities
$ in millions		Resale agreements		Securities borrowed			Repurchase agreements		Securities loaned
As of June 2021
Included in the consolidated balance sheets
Gross carrying value		$   267,924		$   200,633			$ 265,493		$ 42,536
Counterparty netting		(113,801	)	(4,379	)		(113,801	)	(4,379	)
Total		154,123		196,254			151,692		38,157
Amounts not offset
Counterparty netting		(28,495	)	(11,866	)		(28,495	)	(11,866	)
Collateral		(120,865	)	(176,921	)		(119,180	)	(23,138	)
Total		$       4,763		$       7,467			$     4,017		$   3,153
As of December 2020
Included in the consolidated balance sheets
Gross carrying value		$ 205,817		$ 147,593			$224,328		$27,054
Counterparty netting		(97,757	)	(5,433	)		(97,757	)	(5,433	)
Total		108,060		142,160			126,571		21,621
Amounts not offset
Counterparty netting		(8,920	)	(3,525	)		(8,920	)	(3,525	)
Collateral		(96,140	)	(132,893	)		(116,819	)	(17,693	)
Total		$     3,000		$     5,742			$       832		$     403

In the table above:

• Substantially all of the gross carrying values of these arrangements are subject to enforceable netting agreements.

• Where the firm has received or posted collateral under credit support agreements, but has not yet determined such agreements are enforceable, the related collateral has not been netted.

• Amounts not offset includes counterparty netting that does not meet the criteria for netting under U.S. GAAP and the fair value of collateral received or posted subject to enforceable credit support agreements.

• Resale agreements and repurchase agreements are carried at fair value under the fair value option. See Note 4 for further information about the valuation techniques and significant inputs used to determine fair value.

• Securities borrowed included in the consolidated balance sheets of $41.08 billion as of June 2021 and $28.90 billion as of December 2020, and securities loaned of $6.30 billion as of June 2021 and $1.05 billion as of December 2020 were at fair value under the fair value option. See Note 10 for further information about securities borrowed and securities loaned accounted for at fair value.

Goldman Sachs June 2021 Form 10-Q 52

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Gross Carrying Value of Repurchase Agreements and Securities Loaned

The table below presents the gross carrying value of repurchase agreements and securities loaned by class of collateral pledged.

$ in millions	Repurchase agreements	Securities loaned
As of June 2021
Money market instruments	$         928	$           9
U.S. government and agency obligations	113,578	64
Non-U.S. government and agency obligations	119,760	1,572
Securities backed by commercial real estate	26	–
Securities backed by residential real estate	218	–
Corporate debt securities	11,007	297
State and municipal obligations	92	–
Other debt obligations	55	–
Equity securities	19,829	40,594
Total	$265,493	$42,536
As of December 2020
Money market instruments	$         88	$        –
U.S. government and agency obligations	121,751	–
Non-U.S. government and agency obligations	79,159	1,634
Securities backed by commercial real estate	65	–
Securities backed by residential real estate	121	–
Corporate debt securities	6,364	46
State and municipal obligations	92	–
Other debt obligations	20	–
Equity securities	16,668	25,374
Total	$224,328	$27,054

The table below presents the gross carrying value of repurchase agreements and securities loaned by maturity.

	As of June 2021
$ in millions		Repurchase agreements	Securities loaned
No stated maturity and overnight		$102,727	$25,544
2 - 30 days		66,897	90
31 - 90 days		28,944	109
91 days - 1 year		57,363	15,490
Greater than 1 year		9,562	1,303
Total		$265,493	$42,536

In the table above:

• Repurchase agreements and securities loaned that are repayable prior to maturity at the option of the firm are reflected at their contractual maturity dates.

• Repurchase agreements and securities loaned that are redeemable prior to maturity at the option of the holder are reflected at the earliest dates such options become exercisable.

Other Secured Financings

In addition to repurchase agreements and securities loaned transactions, the firm funds certain assets through the use of other secured financings and pledges financial instruments and other assets as collateral in these transactions. These other secured financings include:

• Liabilities of consolidated VIEs;

• Transfers of assets accounted for as financings rather than sales (e.g., pledged commodities, bank loans and mortgage whole loans); and

• Other structured financing arrangements.

Other secured financings included nonrecourse arrangements. Nonrecourse other secured financings were $10.79 billion as of June 2021 and $12.31 billion as of December 2020.

The firm has elected to apply the fair value option to substantially all other secured financings because the use of fair value eliminates

non-economic

volatility in earnings that would arise from using different measurement attributes. See Note 10 for further information about other secured financings that are accounted for at fair value.

Other secured financings that are not recorded at fair value are recorded based on the amount of cash received plus accrued interest, which generally approximates fair value. As these financings are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these financings been included in the firm’s fair value hierarchy, they would have been primarily classified in level 3 as of both June 2021 and December 2020.

The table below presents information about other secured financings.

$ in millions	U.S. Dollar	Non-U.S. Dollar	Total
As of June 2021
Other secured financings (short-term):
At fair value	$  7,523	$  7,786	$15,309
At amortized cost	139	–	139
Other secured financings (long-term):
At fair value	5,563	5,298	10,861
At amortized cost	659	665	1,324
Total other secured financings	$13,884	$13,749	$27,633
Other secured financings collateralized by:
Financial instruments	$  7,756	$12,052	$19,808
Other assets	$  6,128	$  1,697	$  7,825
As of December 2020
Other secured financings (short-term):
At fair value	$  6,371	$  6,847	$13,218
At amortized cost	–	–	–
Other secured financings (long-term):
At fair value	6,632	4,276	10,908
At amortized cost	914	715	1,629
Total other secured financings	$13,917	$11,838	$25,755
Other secured financings collateralized by:
Financial instruments	$  6,841	$10,068	$16,909
Other assets	$  7,076	$  1,770	$  8,846

53 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

In the table above:

• Short-term other secured financings includes financings maturing within one year of the financial statement date and financings that are redeemable within one year of the financial statement date at the option of the holder.

• U.S. dollar-denominated short-term other secured financings at amortized cost had a weighted average interest rate of 2.54% as of June 2021. These rates include the effect of hedging activities.

• U.S. dollar-denominated long-term other secured financings at amortized cost had a weighted average interest rate of 0.59% as of June 2021 and 1.27% as of December 2020. These rates include the effect of hedging activities.

• Non-U.S. dollar-denominated long-term other secured financings at amortized cost had a weighted average interest rate of 0.39% as of June 2021 and 0.40% as of December 2020. These rates include the effect of hedging activities.

• Total other secured financings included $1.73 billion as of June 2021 and $2.05 billion as of December 2020 related to transfers of financial assets accounted for as financings rather than sales. Such financings were collateralized by financial assets, primarily included in trading assets, of $1.81 billion as of June 2021 and $2.26 billion as of December 2020.

• Other secured financings collateralized by financial instruments included $14.19 billion as of June 2021 and $11.28 billion as of December 2020 of other secured financings collateralized by trading assets, investments and loans, and included $5.62 billion as of June 2021 and $5.63 billion as of December 2020 of other secured financings collateralized by financial instruments received as collateral and repledged.

The table below presents other secured financings by maturity.

$ in millions	As of June 2021
Other secured financings (short-term)	$15,448
Other secured financings (long-term):
2022	3,389
2023	3,016
2024	1,559
2025	972
2026	1,236
2027 - thereafter	2,013
Total other secured financings (long-term)	12,185
Total other secured financings	$27,633

In the table above:

• Long-term other secured financings that are repayable prior to maturity at the option of the firm are reflected at their contractual maturity dates.

• Long-term other secured financings that are redeemable prior to maturity at the option of the holder are reflected at the earliest dates such options become exercisable.

Collateral Received and Pledged

The firm receives cash and securities (e.g., U.S. government and agency obligations, other sovereign and corporate obligations, as well as equity securities) as collateral, primarily in connection with resale agreements, securities borrowed, derivative transactions and customer margin loans. The firm obtains cash and securities as collateral on an upfront or contingent basis for derivative instruments and collateralized agreements to reduce its credit exposure to individual counterparties.

In many cases, the firm is permitted to deliver or repledge financial instruments received as collateral when entering into repurchase agreements and securities loaned transactions, primarily in connection with secured client financing activities. The firm is also permitted to deliver or repledge these financial instruments in connection with other secured financings, collateralized derivative transactions and firm or customer settlement requirements.

The firm also pledges certain trading assets in connection with repurchase agreements, securities loaned transactions and other secured financings, and other assets (substantially all real estate and cash) in connection with other secured financings to counterparties who may or may not have the right to deliver or repledge them.

Goldman Sachs June 2021 Form 10-Q 54

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents financial instruments at fair value received as collateral that were available to be delivered or repledged and were delivered or repledged.

	As of
$ in millions		June 2021	December 2020
Collateral available to be delivered or repledged		$1,010,547	$864,494
Collateral that was delivered or repledged		$     853,216	$723,409

The table below presents information about assets pledged.

	As of
$ in millions		June 2021	December 2020
Pledged to counterparties that had the right to deliver or repledge
Trading assets		$ 74,597	$69,031
Investments		$ 13,266	$13,375
Pledged to counterparties that did not have the right to deliver or repledge
Trading assets		$ 99,640	$99,142
Investments		$ 4,020	$  2,331
Loans		$        8,234	$  8,320
Other assets		$ 12,246	$14,144

The firm also segregates securities for regulatory and other purposes related to client activity. Such securities are segregated from trading assets and investments, as well as from securities received as collateral under resale agreements and securities borrowed transactions. Securities segregated by the firm were $23.87 billion as of June 2021 and $32.97 billion as of December 2020.

Note 12.

Other Assets

The table below presents other assets by type.

	As of
$ in millions		June 2021	December 2020
Property, leasehold improvements and equipment		$ 20,840	$23,147
Goodwill		4,332	4,332
Identifiable intangible assets		523	630
Operating lease right-of-use assets		2,300	2,280
Income tax-related assets		3,755	2,960
Miscellaneous receivables and other		6,231	4,096
Total		$    37,981	$37,445

Property, Leasehold Improvements and Equipment

Property, leasehold improvements and equipment is net of accumulated depreciation and amortization of $10.58 billion as of June 2021 and $10.12 billion as of December 2020. Property, leasehold improvements and equipment included $6.59 billion as of June 2021 and $6.54 billion as of December 2020 that the firm uses in connection with its operations, and $219 million as of June 2021 and $318 million as of December 2020 of foreclosed real estate primarily related to distressed loans that were purchased by the firm. The remainder is held by investment entities, including VIEs, consolidated by the firm. Substantially all property and equipment is depreciated on a straight-line basis over the useful life of the asset. Leasehold improvements are amortized on a straight-line basis over the shorter of the useful life of the improvement or the term of the lease. Capitalized costs of software developed or obtained for internal use are amortized on a straight-line basis over three years.

The firm tests property, leasehold improvements and equipment for impairment when events or changes in circumstances suggest that an asset’s or asset group’s carrying value may not be fully recoverable. To the extent the carrying value of an asset or asset group exceeds the projected undiscounted cash flows expected to result from the use and eventual disposal of the asset or asset group, the firm determines the asset or asset group is impaired and records an impairment equal to the difference between the estimated fair value and the carrying value of the asset or asset group. In addition, the firm will recognize an impairment prior to the sale of an asset or asset group if the carrying value of the asset or asset group exceeds its estimated fair value.

There were 0 material impairments during both the three months ended June 2021 and June 2020 or the six months ended June 2021. There were $129 million of impairments during the six months ended June 2020.

Goodwill

Goodwill is the cost of acquired companies in excess of the fair value of net assets, including identifiable intangible assets, at the acquisition date.

The table below presents the carrying value of goodwill by reporting unit.

	As of
$ in millions		June 2021	December 2020
Investment Banking		$     281	$   281
Global Markets:
FICC		269	269
Equities		2,644	2,644
Asset Management		390	390
Consumer & Wealth Management:
Consumer banking		48	48
Wealth management		700	700
Total		$4,332	$4,332

55 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Goodwill is assessed for impairment annually in the fourth quarter or more frequently if events occur or circumstances change that indicate an impairment may exist. When assessing goodwill for impairment, first, a qualitative assessment can be made to determine whether it is more likely than not that the estimated fair value of a reporting unit is less than its estimated carrying value. If the results of the qualitative assessment are not conclusive, a quantitative goodwill test is performed. Alternatively, a quantitative goodwill test can be performed without performing a qualitative assessment.

The quantitative goodwill test compares the estimated fair value of each reporting unit with its estimated net book value (including goodwill and identifiable intangible assets). If the reporting unit’s estimated fair value exceeds its estimated net book value, goodwill is not impaired. An impairment is recognized if the estimated fair value of a reporting unit is less than its estimated net book value.

To estimate the fair value of each reporting unit, other than Consumer banking, a relative value technique is used because the firm believes market participants would use this technique to value these reporting units. The relative value technique applies observable

price-to-earnings

multiples or

price-to-book

multiples of comparable competitors to reporting units’ net earnings or net book value. To estimate the fair value of Consumer banking, a discounted cash flow valuation approach is used because the firm believes market participants would use this technique to value that reporting unit given its early stage of development. The estimated net carrying value of each reporting unit reflects an allocation of total shareholders’ equity and represents the estimated amount of total shareholders’ equity required to support the activities of the reporting unit under currently applicable regulatory capital requirements.

In the fourth quarter of 2020, the firm performed its annual assessment of goodwill for impairment, for each of its reporting units, by performing a qualitative assessment. Multiple factors, including performance indicators, macroeconomic indicators, firm and industry events, and fair value indicators, were assessed with respect to each of the firm’s reporting units to determine whether it was more likely than not that the estimated fair value of any of these reporting units was less than its estimated carrying value. The qualitative assessment also considered changes since the quantitative test performed in the fourth quarter of 2019.

As a result of the qualitative assessment, the firm determined that it was more likely than not that the estimated fair value of each of the reporting units exceeded its respective estimated carrying value. Therefore, the firm determined that goodwill for each reporting unit was not impaired and that a quantitative goodwill test was not required.

There were no events or changes in circumstances during the six months ended June 2021 that would indicate that it was more likely than not that the estimated fair value of each of the reporting units did not exceed its respective estimated carrying value as of June 2021.

Identifiable Intangible Assets

The table below presents identifiable intangible assets by reporting unit and type.

	As of
$ in millions		June 2021		December 2020
By Reporting Unit
Global Markets:
FICC		$          2		$        2
Equities		44		45
Asset Management		194		274
Consumer & Wealth Management:
Consumer banking		–		6
Wealth management		283		303
Total		$      523		$    630
By Type
Customer lists
Gross carrying value		$ 1,472		$ 1,478
Accumulated amortization		(1,112	)	(1,089	)
Net carrying value		360		389
Acquired leases and other
Gross carrying value		600		710
Accumulated amortization		(437	)	(469	)
Net carrying value		163		241
Total gross carrying value		2,072		2,188
Total accumulated amortization		(1,549	)	(1,558	)
Total net carrying value		$      523		$    630

During the six months ended June 2021, the amount of intangible assets acquired by the firm was not material. The firm acquired $155 million of intangible assets during 2020, primarily related to acquired leases and customer lists, with a weighted average amortization period of 10 years.

Substantially all of the firm’s identifiable intangible assets have finite useful lives and are amortized over their estimated useful lives generally using the straight-line method.

The tables below present information about the amortization of identifiable intangible assets.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Amortization		$31	$36		$67	$77

$ in millions	As of June 2021
Estimated future amortization
Remainder of 2021	$46
2022	$82
2023	$76
2024	$62
2025	$44
2026	$33

Goldman Sachs June 2021 Form 10-Q 56

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The firm tests intangible assets for impairment when events or changes in circumstances suggest that an asset’s or asset group’s carrying value may not be fully recoverable. To the extent the carrying value of an asset or asset group exceeds the projected undiscounted cash flows expected to result from the use and eventual disposal of the asset or asset group, the firm determines the asset or asset group is impaired and records an impairment equal to the difference between the estimated fair value and the carrying value of the asset or asset group. In addition, the firm will recognize an impairment prior to the sale of an asset or asset group if the carrying value of the asset or asset group exceeds its estimated fair value. There were no material impairments during each of the three and six months ended June 2021 and June 2020.

Operating Lease

Right-of-Use

Assets

The firm enters into operating leases for real estate, office equipment and other assets, substantially all of which are used in connection with its operations. For leases longer than one year, the firm recognizes a

right-of-use

asset representing the right to use the underlying asset for the lease term, and a lease liability representing the liability to make payments. The lease term is generally determined based on the contractual maturity of the lease. For leases where the firm has the option to terminate or extend the lease, an assessment of the likelihood of exercising the option is incorporated into the determination of the lease term. Such assessment is initially performed at the inception of the lease and is updated if events occur that impact the original assessment.

An operating lease

right-of-use

asset is initially determined based on the operating lease liability, adjusted for initial direct costs, lease incentives and amounts paid at or prior to lease commencement. This amount is then amortized over the lease term. The firm recognized $144 million for the six months ended June 2021 and $147 million for the six months ended June 2020 of

right-of-use

assets and operating lease liabilities in

non-cash

transactions for leases entered into or assumed. See Note 15 for information about operating lease liabilities.

For leases where the firm will derive no economic benefit from leased space that it has vacated or where the firm has shortened the term of a lease when space is no longer needed, the firm will record an impairment or accelerated amortization of

right-of-use

assets. There were no material impairments or accelerated amortizations during both the six months ended June 2021 and June 2020.

Miscellaneous Receivables and Other

Miscellaneous receivables and other included:

• Investments in qualified affordable housing projects of $682 million as of June 2021 and $678 million as of December 2020.

• Assets classified as held for sale of $2.22 billion as of June 2021 and $437 million as of December 2020 related to the firm’s consolidated investments within the Asset Management segment, substantially all of which consisted of property and equipment.

Note 13.

Deposits

The table below presents the types and sources of deposits.

$ in millions	Savings and Demand	Time	Total
As of June 2021
Consumer deposits	$  79,305	$23,201	$102,506
Private bank deposits	67,398	2,546	69,944
Brokered certificates of deposit	0	31,866	31,866
Deposit sweep programs	28,491	0	28,491
Transaction banking	39,330	4,516	43,846
Other deposits	0	29,489	29,489
Total	$214,524	$91,618	$306,142
As of December 2020
Consumer deposits	$  67,395	$29,530	$  96,925
Private bank deposits	67,185	1,183	68,368
Brokered certificates of deposit	0	30,060	30,060
Deposit sweep programs	22,987	0	22,987
Transaction banking	28,852	0	28,852
Other deposits	0	12,770	12,770
Total	$186,419	$73,543	$259,962

In the table above:

• Substantially all deposits are interest-bearing.

• Savings and demand accounts consist of money market deposit accounts, negotiable order of withdrawal accounts and demand deposit accounts that have no stated maturity or expiration date.

• Time deposits included $33.56 billion as of June 2021 and $16.18 billion as of December 2020 of deposits accounted for at fair value under the fair value option. See Note 10 for further information about deposits accounted for at fair value.

• Time deposits had a weighted average maturity of approximately 1.0 years as of June 2021 and 1.3 years as of December 2020.

• Deposit sweep programs include long-term contractual agreements with U.S. broker-dealers who sweep client cash to FDIC-insured deposits. As of June 2021, the firm had 12 such deposit sweep program agreements.

57 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

• Transaction banking deposits consists of deposits that the firm raised through its cash management services business for corporate and other institutional clients.

• Other deposits represent deposits from institutional clients.

• Deposits insured by the FDIC were $136.72 billion as of June 2021 and $123.03 billion as of December 2020.

• Deposits insured by non-U.S. insurance programs were $29.35 billion as of June 2021 and $27.52 billion as of December 2020.

The table below presents the location of deposits.

	As of
$ in millions		June 2021	December 2020
U.S. offices		$231,734	$206,356
Non-U.S. offices		74,408	53,606
Total		$306,142	$259,962

In the table above, U.S. deposits were held at Goldman Sachs Bank USA (GS Bank USA) and substantially all

non-U.S.

deposits were held at Goldman Sachs International Bank (GSIB).

The table below presents maturities of time deposits held in U.S. and

non-U.S.

offices.

	As of June 2021
$ in millions		U.S.	Non-U.S.	Total
Remainder of 2021		$22,209	$18,345	$40,554
2022		23,219	11,209	34,428
2023		6,489	125	6,614
2024		4,151	134	4,285
2025		2,054	267	2,321
2026		1,489	251	1,740
2027 - thereafter		959	717	1,676
Total		$60,570	$31,048	$91,618

As of June 2021, deposits in U.S. offices included $14.03 billion and deposits in

non-U.S.

offices included $30.52 billion of time deposits in denominations that met or exceeded the applicable insurance limits, or were otherwise not covered by insurance.

The firm’s savings and demand deposits are recorded based on the amount of cash received plus accrued interest, which approximates fair value. In addition, the firm designates certain derivatives as fair value hedges to convert a portion of its time deposits not accounted for at fair value from fixed-rate obligations into floating-rate obligations. The carrying value of time deposits not accounted for at fair value approximated fair value as of both June 2021 and December 2020. As these savings and demand deposits and time deposits are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these deposits been included in the firm’s fair value hierarchy, they would have been classified in level 2 as of both June 2021 and December 2020.

Note 14.

Unsecured Borrowings

The table below presents information about unsecured borrowings.

	As of
$ in millions		June 2021	December 2020
Unsecured short-term borrowings		$  61,740	$  52,870
Unsecured long-term borrowings		238,930	213,481
Total		$300,670	$266,351

Unsecured Short-Term Borrowings

Unsecured short-term borrowings includes the portion of unsecured long-term borrowings maturing within one year of the financial statement date and unsecured long-term borrowings that are redeemable within one year of the financial statement date at the option of the holder.

The firm accounts for certain hybrid financial instruments at fair value under the fair value option. See Note 10 for further information about unsecured short-term borrowings that are accounted for at fair value. In addition, the firm designates certain derivatives as fair value hedges to convert a portion of its unsecured short-term borrowings not accounted for at fair value from fixed-rate obligations into floating-rate obligations. The carrying value of unsecured short-term borrowings that are not recorded at fair value generally approximates fair value due to the short-term nature of the obligations. As these unsecured short-term borrowings are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these borrowings been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both June 2021 and December 2020.

The table below presents information about unsecured short-term borrowings.

	As of
$ in millions		June 2021	December 2020
Current portion of unsecured long-term borrowings		$26,077	$25,914
Hybrid financial instruments		22,850	18,823
Commercial paper		10,710	6,085
Other unsecured short-term borrowings		2,103	2,048
Total unsecured short-term borrowings		$61,740	$52,870
Weighted average interest rate		1.98%	1.84%

In the table above, the weighted average interest rates for these borrowings include the effect of hedging activities and exclude unsecured short-term borrowings accounted for at fair value under the fair value option. See Note 7 for further information about hedging activities.

Goldman Sachs June 2021 Form 10-Q 58

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Unsecured Long-Term Borrowings

The table below presents information about unsecured long-term borrowings.

$ in millions	U.S. Dollar	Non-U.S. Dollar	Total
As of June 2021
Fixed-rate obligations	$111,944	$46,475	$158,419
Floating-rate obligations	46,692	33,819	80,511
Total	$158,636	$80,294	$238,930
As of December 202 0
Fixed-rate obligations	$100,558	$38,759	$139,317
Floating-rate obligations	42,019	32,145	74,164
Total	$142,577	$70,904	$213,481

In the table above:

• Unsecured long-term borrowings consists principally of senior borrowings, which have maturities extending through 2065.

• Floating-rate obligations includes equity-linked, credit-linked and indexed instruments. Floating interest rates are generally based on LIBOR or Euro Interbank Offered Rate.

• U.S. dollar-denominated debt had interest rates ranging from 0.48% to 7.68% (with a weighted average rate of 3.53%) as of June 2021 and 0.63% to 9.30% (with a weighted average rate of 4.07%) as of December 2020. These rates exclude unsecured long-term borrowings accounted for at fair value under the fair value option.

• Non-U.S. dollar-denominated debt had interest rates ranging from 0.13% to 13.00% (with a weighted average rate of 1.89%) as of June 2021 and 0.13% to 13.00% (with a weighted average rate of 2.20%) as of December 2020. These rates exclude unsecured long-term borrowings accounted for at fair value under the fair value option.

The table below presents unsecured long-term borrowings by maturity.

$ in millions	As of June 2021
2022	$  14,582
2023	37,567
2024	29,377
2025	28,018
2026	21,426
2027 - thereafter	107,960
Total	$238,930

In the table above:

• Unsecured long-term borrowings maturing within one year of the financial statement date and unsecured long-term borrowings that are redeemable within one year of the financial statement date at the option of the holder are excluded as they are included in unsecured short-term borrowings.

• Unsecured long-term borrowings that are repayable prior to maturity at the option of the firm are reflected at their contractual maturity dates.

• Unsecured long-term borrowings that are redeemable prior to maturity at the option of the holder are reflected at the earliest dates such options become exercisable.

• Unsecured long-term borrowings included $8.43 billion of adjustments to the carrying value of certain unsecured long-term borrowings resulting from the application of hedge accounting by year of maturity as follows: $6 million in 2022, $159 million in 2023, $505 million in 2024, $583 million in 2025, $422 million in 2026 and $6.75 billion in 2027 and thereafter.

The firm designates certain derivatives as fair value hedges to convert a portion of fixed-rate unsecured long-term borrowings not accounted for at fair value into floating-rate obligations. See Note 7 for further information about hedging activities.

The table below presents unsecured long-term borrowings, after giving effect to such hedging activities.

	As of
$ in millions		June 2021	December 2020
Fixed-rate obligations:
At fair value		$    2,469	$    1,521
At amortized cost		29,598	30,827
Floating-rate obligations:
At fair value		41,927	39,390
At amortized cost		164,936	141,743
Total		$238,930	$213,481

59 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

In the table above, the aggregate amounts of unsecured long-term borrowings had weighted average interest rates of 1.60% (2.32% related to fixed-rate obligations and 1.47% related to floating-rate obligations) as of June 2021 and 2.01% (3.34% related to fixed-rate obligations and 1.70% related to floating-rate obligations) as of December 2020. These rates exclude unsecured long-term borrowings accounted for at fair value under the fair value option.

The carrying value of unsecured long-term borrowings for which the firm did not elect the fair value option was $194.53 billion as of June 2021 and $172.57 billion as of December 2020. The estimated fair value of such unsecured long-term borrowings was $203.85 billion as of June 2021 and $183.29 billion as of December 2020. As these borrowings are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these borrowings been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both June 2021 and December 2020.

Subordinated Borrowings

Unsecured long-term borrowings includes subordinated debt and junior subordinated debt. Subordinated debt that matures within one year is included in unsecured short-term borrowings. Junior subordinated debt is junior in right of payment to other subordinated borrowings, which are junior to senior borrowings. Long-term subordinated debt had maturities ranging from 2025 to 2045 as of both June 2021 and December 2020.

The table below presents information about subordinated borrowings.

$ in millions	Par Amount	Carrying Value	Rate
As of June 2021
Subordinated debt	$13,959	$17,368	1.57%
Junior subordinated debt	968	1,350	1.19%
Total	$14,927	$18,718	1.55%
As of December 2020
Subordinated debt	$14,136	$18,529	1.83%
Junior subordinated debt	968	1,430	1.32%
Total	$15,104	$19,959	1.80%

In the table above, the rate is the weighted average interest rate for these borrowings (excluding borrowings accounted for at fair value under the fair value option), including the effect of fair value hedges used to convert fixed-rate obligations into floating-rate obligations. See Note 7 for further information about hedging activities.

Junior Subordinated Debt

In 2004, Group Inc. issued $2.84 billion of junior subordinated debt to Goldman Sachs Capital I (Trust), a Delaware statutory trust. The Trust issued $2.75 billion of guaranteed preferred beneficial interests (Trust Preferred securities) to third parties and $85 million of common beneficial interests to Group Inc. As of both June 2021 and December 2020, the outstanding par amount of junior subordinated debt held by the Trust was $968 million and the outstanding par amount of Trust Preferred securities and common beneficial interests issued by the Trust was $939 million and $29 million, respectively. The Trust is a wholly-owned finance subsidiary of the firm for regulatory and legal purposes but is not consolidated for accounting purposes.

The firm pays interest semi-annually on the junior subordinated debt at an annual rate of 6.345% and the debt matures on February 15, 2034. The coupon rate and the payment dates applicable to the beneficial interests are the same as the interest rate and payment dates for the junior subordinated debt. The firm has the right, from time to time, to defer payment of interest on the junior subordinated debt, and therefore cause payment on the Trust’s preferred beneficial interests to be deferred, in each case up to ten consecutive semi-annual periods. During any such deferral period, the firm will not be permitted to, among other things, pay dividends on or make certain repurchases of its common stock. The Trust is not permitted to pay any distributions on the common beneficial interests held by Group Inc. unless all dividends payable on the preferred beneficial interests have been paid in full.

The firm has covenanted in favor of the holders of Group Inc.’s 6.345% junior subordinated debt due February 15, 2034, that, subject to certain exceptions, the firm will not redeem or purchase the capital securities issued by Goldman Sachs Capital II and Goldman Sachs Capital III (APEX Trusts) or shares of Group Inc.’s Perpetual

Non-Cumulative

Preferred Stock, Series E (Series E Preferred Stock), Perpetual

Non-Cumulative

Preferred Stock, Series F (Series F Preferred Stock) or Perpetual

Non-Cumulative

Preferred Stock, Series O, if the redemption or purchase results in less than $253 million aggregate liquidation preference of that series outstanding, prior to specified dates in 2022 for a price that exceeds a maximum amount determined by reference to the net cash proceeds that the firm has received from the sale of qualifying securities.

The APEX Trusts hold Group Inc.’s Series E Preferred Stock and Series F Preferred Stock. These trusts are Delaware statutory trusts sponsored by the firm and wholly-owned finance subsidiaries of the firm for regulatory and legal purposes but are not consolidated for accounting purposes.

Goldman Sachs June 2021 Form 10-Q 60

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Note 15.

Other Liabilities

The table below presents other liabilities by type.

	As of
$ in millions		June 2021	December 2020
Compensation and benefits		$  9,260	$  7,896
Income tax-related liabilities		3,166	3,155
Operating lease liabilities		2,291	2,283
Noncontrolling interests		1,631	1,640
Employee interests in consolidated funds		27	34
Accrued expenses and other		7,573	7,443
Total		$23,948	$22,451

In the table above, accrued expenses and other includes contract liabilities, which represent consideration received by the firm in connection with its contracts with clients, prior to providing the service. As of both June 2021 and December 2020, the firm’s contract liabilities were not material.

Operating Lease Liabilities

For leases longer than one year, the firm recognizes a

right-of-use

asset representing the right to use the underlying asset for the lease term, and a lease liability representing the liability to make payments. See Note 12 for information about operating lease

right-of-use

assets.

The table below presents information about operating lease liabilities.

$ in millions	Operating lease liabilities
As of June 2021
Remainder o f 2 021	$  162
2022	323
2023	282
2024	266
2025	235
2026 - thereafter	1,807
Total undiscounted lease payments	3,075
Imputed interest	(784	)
Total operating lease liabilities	$2,291
Weighted average remaining lease term	15 years
Weighted average discount rate	3.72%
As of December 2020
2021	$   342
2022	301
2023	264
2024	247
2025	215
2026 - thereafter	1,899
Total undiscounted lease payments	3,268
Imputed interest	(985	)
Total operating lease liabilities	$2,283
Weighted average remaining lease term	16 years
Weighted average discount rate	4.02%

In the table above, the weighted average discount rate represents the firm’s incremental borrowing rate as of January 2019 for operating leases existing on the date of adoption of ASU

No. 2016-02,

“Leases (Topic 842),” and at the lease inception date for leases entered into subsequent to the adoption of this ASU.

Operating lease costs were $110 million for both the three months ended June 2021 and June 2020, $230 million for the six months ended June 2021 and $223 million for the six months ended June 2020. Variable lease costs, which are included in operating lease costs, were not material for each of the three and six months ended June 2021 and June 2020. Total occupancy expenses for space held in excess of the firm’s current requirements were not material for both the six months ended June 2021 and June 2020.

Lease payments relating to operating lease arrangements that were signed, but had not yet commenced were $441 million as of June 2021.

Note 16.

Securitization Activities

The firm securitizes residential and commercial mortgages, corporate bonds, loans and other types of financial assets by selling these assets to securitization vehicles (e.g., trusts, corporate entities and limited liability companies) or through a resecuritization. The firm acts as underwriter of the beneficial interests that are sold to investors. The firm’s residential mortgage securitizations are primarily in connection with government agency securitizations.

The firm accounts for a securitization as a sale when it has relinquished control over the transferred financial assets. Prior to securitization, the firm generally accounts for assets pending transfer at fair value and therefore does not typically recognize significant gains or losses upon the transfer of assets. Net revenues from underwriting activities are recognized in connection with the sales of the underlying beneficial interests to investors.

The firm generally receives cash in exchange for the transferred assets but may also have continuing involvement with the transferred financial assets, including ownership of beneficial interests in securitized financial assets, primarily in the form of debt instruments. The firm may also purchase senior or subordinated securities issued by securitization vehicles (which are typically VIEs) in connection with secondary market-making activities.

61 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The primary risks included in beneficial interests and other interests from the firm’s continuing involvement with securitization vehicles are the performance of the underlying collateral, the position of the firm’s investment in the capital structure of the securitization vehicle and the market yield for the security. Interests accounted for at fair value are primarily classified in level 2 of the fair value hierarchy. Interests not accounted for at fair value are carried at amounts that approximate fair value. See Notes 4 through 10 for further information about fair value measurements.

The table below presents the amount of financial assets securitized and the cash flows received on retained interests in securitization entities in which the firm had continuing involvement as of the end of the period.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Residential mortgages		$  4,813	$5,297		$  9,751	$  8,404
Commercial mortgages		5,836	2,457		11,209	7,453
Other financial assets		1,162	687		2,225	1,227
Total financial assets securitized		$11,811	$8,441		$23,185	$17,084
Retained interests cash flows		$    282	$     98		$    412	$     184

In the table above, financial assets securitized included assets of $274 million

during

 the three months ended June 2021, $129 million during the three months ended June 2020, $413 million

during

 the six months ended June 2021 and $303 million during the six months ended June 2020, which were securitized in a

non-cash

exchange for loans and investments.

The table below presents information about nonconsolidated securitization entities to which the firm sold assets and had continuing involvement as of the end of the period.

$ in millions	Outstanding Principal Amount	Retained Interests	Purchased Interests
As of June 2021
U.S. government agency-issued CMOs	$  25,675	$1,487	$ –
Other residential mortgage-backed	23,320	1,053	21
Other commercial mortgage-backed	45,735	1,078	28
Corporate debt and other asset-backed	5,783	252	–
Total	$100,513	$3,870	$49
As of December 2020
U.S. government agency-issued CMOs	$  20,841	$   906	$  4
Other residential mortgage-backed	24,262	1,170	23
Other commercial mortgage-backed	38,340	914	39
Corporate debt and other asset-backed	4,299	192	–
Total	$  87,742	$3,182	$66

In the table above:

• CMOs represents collateralized mortgage obligations.

• The outstanding principal amount is presented for the purpose of providing information about the size of the securitization entities and is not representative of the firm’s risk of loss.

• The firm’s risk of loss from retained or purchased interests is limited to the carrying value of these interests.

• Purchased interests represent senior and subordinated interests, purchased in connection with secondary market-making activities, in securitization entities in which the firm also holds retained interests.

• Substantially all of the total outstanding principal amount and total retained interests relate to securitizations during 2015 and thereafter.

• The fair value of retained interests was $3.88 billion as of June 2021 and $3.19 billion as of December 2020.

In addition to the interests in the table above, the firm had other continuing involvement in the form of derivative transactions and commitments with certain nonconsolidated VIEs. The carrying value of these derivatives and commitments was a net asset of $97 million as of June 2021 and $52 million as of December 2020, and the notional amount of these derivatives and commitments was $1.99 billion as of June 2021 and $1.43 billion as of December 2020. The notional amounts of these derivatives and commitments are included in maximum exposure to loss in the nonconsolidated VIE table in Note 17.

The table below presents information about the weighted average key economic assumptions used in measuring the fair value of mortgage-backed retained interests.

	As of
$ in millions		June 2021		December 2020
Fair value of retained interests		$3,632		$2,993
Weighted average life (years)		5.3		4.7
Constant prepayment rate		13.0%		15.0%
Impact of 10% adverse change		$  (28	)	$    (25	)
Impact of 20% adverse change		$  (51	)	$    (50	)
Discount rate		7.4%		6.1%
Impact of 10% adverse change		$  (54	)	$    (42	)
Impact of 20% adverse change		$(105	)	$    (82	)

In the table above:

• Amounts do not reflect the benefit of other financial instruments that are held to mitigate risks inherent in these retained interests.

• Changes in fair value based on an adverse variation in assumptions generally cannot be extrapolated because the relationship of the change in assumptions to the change in fair value is not usually linear.

• The impact of a change in a particular assumption is calculated independently of changes in any other assumption. In practice, simultaneous changes in assumptions might magnify or counteract the sensitivities disclosed above.

Goldman Sachs June 2021 Form 10-Q 62

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

• The constant prepayment rate is included only for positions for which it is a key assumption in the determination of fair value.

• The discount rate for retained interests that relate to U.S. government agency-issued CMOs does not include any credit loss. Expected credit loss assumptions are reflected in the discount rate for the remainder of retained interests.

The firm has other retained interests not reflected in the table above with a fair value of $252 million and a weighted average life of 3.1 years as of June 2021, and a fair value of $192 million and a weighted average life of 3.9 years as of December 2020. Due to the nature and fair value of certain of these retained interests, the weighted average assumptions for constant prepayment and discount rates and the related sensitivity to adverse changes are not meaningful as of both June 2021 and December 2020. The firm’s maximum exposure to adverse changes in the value of these interests is the carrying value of $252 million as of June 2021 and $192 million as of December 2020.

Note 17.

Variable Interest Entities

A variable interest in a VIE is an investment (e.g., debt or equity) or other interest (e.g., derivatives or loans and lending commitments) that will absorb portions of the VIE’s expected losses and/or receive portions of the VIE’s expected residual returns.

The firm’s variable interests in VIEs include senior and subordinated debt; loans and lending commitments; limited and general partnership interests; preferred and common equity; derivatives that may include foreign currency, equity and/or credit risk; guarantees; and certain of the fees the firm receives from investment funds. Certain interest rate, foreign currency and credit derivatives the firm enters into with VIEs are not variable interests because they create, rather than absorb, risk.

VIEs generally finance the purchase of assets by issuing debt and equity securities that are either collateralized by or indexed to the assets held by the VIE. The debt and equity securities issued by a VIE may include tranches of varying levels of subordination. The firm’s involvement with VIEs includes securitization of financial assets, as described in Note 16, and investments in and loans to other types of VIEs, as described below. See Note 3 for the firm’s consolidation policies, including the definition of a VIE.

VIE Consolidation Analysis

The enterprise with a controlling financial interest in a VIE is known as the primary beneficiary and consolidates the VIE. The firm determines whether it is the primary beneficiary of a VIE by performing an analysis that principally considers:

• Which variable interest holder has the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance;

• Which variable interest holder has the obligation to absorb losses or the right to receive benefits from the VIE that could potentially be significant to the VIE;

• The VIE’s purpose and design, including the risks the VIE was designed to create and pass through to its variable interest holders;

• The VIE’s capital structure;

• The terms between the VIE and its variable interest holders and other parties involved with the VIE; and

• Related-party relationships.

The firm reassesses its evaluation of whether an entity is a VIE when certain reconsideration events occur. The firm reassesses its determination of whether it is the primary beneficiary of a VIE on an ongoing basis based on current facts and circumstances.

VIE Activities

The firm is principally involved with VIEs through the following business activities:

Mortgage-Backed VIEs.

The firm sells residential and commercial mortgage loans and securities to mortgage-backed VIEs and may retain beneficial interests in the assets sold to these VIEs. The firm purchases and sells beneficial interests issued by mortgage-backed VIEs in connection with market-making activities. In addition, the firm may enter into derivatives with certain of these VIEs, primarily interest rate swaps, which are typically not variable interests. The firm generally enters into derivatives with other counterparties to mitigate its risk.

Real Estate, Credit- and Power-Related and Other Investing VIEs.

The firm purchases equity and debt securities issued by and makes loans to VIEs that hold real estate, performing and nonperforming debt, distressed loans, power-related assets and equity securities. The firm generally does not sell assets to, or enter into derivatives with, these VIEs.

63 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Corporate Debt and Other Asset-Backed VIEs.

The firm structures VIEs that issue notes to clients, purchases and sells beneficial interests issued by corporate debt and other asset-backed VIEs in connection with market-making activities, and makes loans to VIEs that warehouse corporate debt. Certain of these VIEs synthetically create the exposure for the beneficial interests they issue by entering into credit derivatives with the firm, rather than purchasing the underlying assets. In addition, the firm may enter into derivatives, such as total return swaps, with certain corporate debt and other asset-backed VIEs, under which the firm pays the VIE a return due to the beneficial interest holders and receives the return on the collateral owned by the VIE. The collateral owned by these VIEs is primarily other asset-backed loans and securities. The firm may be removed as the total return swap counterparty and may enter into derivatives with other counterparties to mitigate its risk related to these swaps. The firm may sell assets to the corporate debt and other asset-backed VIEs it structures.

Principal-Protected Note VIEs.

The firm structures VIEs that issue principal-protected notes to clients. These VIEs own portfolios of assets, principally with exposure to hedge funds. Substantially all of the principal protection on the notes issued by these VIEs is provided by the asset portfolio rebalancing that is required under the terms of the notes. The firm enters into total return swaps with these VIEs under which the firm pays the VIE the return due to the principal-protected note holders and receives the return on the assets owned by the VIE. The firm may enter into derivatives with other counterparties to mitigate its risk. The firm also obtains funding through these VIEs.

Investments in Funds.

The firm makes equity investments in certain investment fund VIEs it manages and is entitled to receive fees from these VIEs. The firm has generally not sold assets to, or entered into derivatives with, these VIEs.

Nonconsolidated VIEs

The table below presents a summary of the nonconsolidated VIEs in which the firm holds variable interests.

	As of
$ in millions		June 2021	December 2020
Total nonconsolidated VIEs
Assets in VIEs		$159,629	$148,665
Carrying value of variable interests — assets		$    9,846	$    8,624
Carrying value of variable interests — liabilities		$      755	$       888
Maximum exposure to loss:
Retained interests		$    3,870	$    3,182
Purchased interests		813	1,041
Commitments and guarantees		2,168	2,455
Derivatives		8,792	8,343
Debt and equity		4,789	4,020
Total		$  20,432	$  19,041

In the table above:

• The nature of the firm’s variable interests is described in the rows under maximum exposure to loss.

• The firm’s exposure to the obligations of VIEs is generally limited to its interests in these entities. In certain instances, the firm provides guarantees, including derivative guarantees, to VIEs or holders of variable interests in VIEs.

• The maximum exposure to loss excludes the benefit of offsetting financial instruments that are held to mitigate the risks associated with these variable interests.

• The maximum exposure to loss from retained interests, purchased interests, and debt and equity is the carrying value of these interests.

• The maximum exposure to loss from commitments and guarantees, and derivatives is the notional amount, which does not represent anticipated losses and has not been reduced by unrealized losses. As a result, the maximum exposure to loss exceeds liabilities recorded for commitments and guarantees, and derivatives.

Goldman Sachs June 2021 Form 10-Q 64

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information, by principal business activity, for nonconsolidated VIEs included in the summary table above.

	As of
$ in millions		June 2021	December 2020
Mortgage-backed
Assets in VIEs		$107,729	$99,353
Carrying value of variable interests — assets		$    4,399	$  4,014
Maximum exposure to loss:
Retained interests		$    3,618	$  2,990
Purchased interests		781	1,024
Commitments and guarantees		41	47
Derivatives		394	394
Total		$    4,834	$  4,455
Real estate, credit- and power-related and other investing
Assets in VIEs		$  23,046	$20,934
Carrying value of variable interests — assets		$    3,566	$  3,288
Carrying value of variable interests — liabilities		$        10	$       14
Maximum exposure to loss:
Commitments and guarantees		$    1,426	$  1,374
Derivatives		70	84
Debt and equity		3,566	3,288
Total		$    5,062	$  4,746
Corporate debt and other asset-backed
Assets in VIEs		$  16,635	$14,077
Carrying value of variable interests — assets		$    1,452	$     913
Carrying value of variable interests — liabilities		$      745	$     874
Maximum exposure to loss:
Retained interests		$      252	$     192
Purchased interests		32	17
Commitments and guarantees		667	989
Derivatives		8,325	7,862
Debt and equity		794	323
Total		$  10,070	$  9,383
Investments in funds
Assets in VIEs		$  12,219	$14,301
Carrying value of variable interests — assets		$      429	$     409
Maximum exposure to loss:
Commitments and guarantees		$        34	$       45
Derivatives		3	3
Debt and equity		429	409
Total		$      466	$     457

As of both June 2021 and December 2020, the carrying values of the firm’s variable interests in nonconsolidated VIEs are included in the consolidated balance sheets as follows:

• Mortgage-backed: Assets primarily included in trading assets and loans.

• Real estate, credit- and power-related and other investing: Assets primarily included in investments and loans, and liabilities included in trading liabilities and other liabilities.

• Corporate debt and other asset-backed: Assets included in loans and trading assets, and liabilities included in trading liabilities.

• Investments in funds: Assets included in investments.

Consolidated VIEs

The table below presents a summary of the carrying value and balance sheet classification of assets and liabilities in consolidated VIEs.

	As of
$ in millions		June 2021	December 2020
Total consolidated VIEs
Assets
Cash and cash equivalents		$  215	$   312
Trading assets		155	96
Investments		867	880
Loans		1,738	2,099
Other assets		575	989
Total		$3,550	$4,376
Liabilities
Other secured financings		$1,348	$1,891
Customer and other payables		5	28
Trading liabilities		54	296
Unsecured short-term borrowings		40	43
Unsecured long-term borrowings		207	226
Other liabilities		946	948
Total		$2,600	$3,432

In the table above:

• Assets and liabilities are presented net of intercompany eliminations and exclude the benefit of offsetting financial instruments that are held to mitigate the risks associated with the firm’s variable interests.

• VIEs in which the firm holds a majority voting interest are excluded if (i) the VIE meets the definition of a business and (ii) the VIE’s assets can be used for purposes other than the settlement of its obligations.

• Substantially all assets can only be used to settle obligations of the VIE.

65 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information, by principal business activity, for consolidated VIEs included in the summary table above.

	As of
$ in millions		June 2021	December 2020
Real estate, credit-related and other investing
Assets
Cash and cash equivalents		$  129	$   229
Trading assets		38	8
Investments		867	880
Loans		1,738	2,099
Other assets		575	989
Total		$3,347	$4,205
Liabilities
Other secured financings		$  312	$   649
Customer and other payables		5	28
Trading liabilities		54	46
Other liabilities		946	948
Total		$1,317	$1,671
Corporate debt and other asset-backed
Assets
Cash and cash equivalents		$    86	$     83
Total		$    86	$     83
Liabilities
Other secured financings		$  627	$   679
Total		$  627	$   679
Principal-protected notes
Assets
Trading assets		$  117	$     88
Total		$  117	$     88
Liabilities
Other secured financings		$  409	$   563
Trading liabilities		–	250
Unsecured short-term borrowings		40	43
Unsecured long-term borrowings		207	226
Total		$  656	$1,082

In the table above:

• The majority of the assets in principal-protected notes VIEs are intercompany and are eliminated in consolidation.

• Creditors and beneficial interest holders of real estate, credit-related and other investing VIEs do not have recourse to the general credit of the firm.

Note 18.

Commitments, Contingencies and Guarantees

Commitments

The table below presents commitments by type.

	As of
$ in millions		June 2021	December 2020
Commitment Type
Commercial lending:
Investment-grade		$  95,800	$  83,801
Non-investment-grade		75,062	56,757
Warehouse financing		10,620	9,377
Credit cards		28,529	21,640
Total lending		210,011	171,575
Risk participations		10,126	8,054
Collateralized agreement		110,120	55,278
Collateralized financing		34,584	35,402
Letters of credit		369	367
Investment		8,067	6,456
Other		9,608	7,836
Total commitments		$382,885	$284,968

The table below presents commitments by expiration.

	As of June 2021
$ in millions		Remainder of 2021	2022 - 2023	2024 - 2025	2026 - Thereafter
Commitment Type
Commercial lending:
Investment-grade		$    6,015	$36,934	$34,405	$18,446
Non-investment-grade		2,280	21,397	23,687	27,698
Warehouse financing		22	5,285	4,203	1,110
Credit cards		28,529	–	–	–
Total lending		36,846	63,616	62,295	47,254
Risk participations		536	5,237	3,093	1,260
Collateralized agreement		106,401	3,719	–	–
Collateralized financing		34,584	–	–	–
Letters of credit		205	123	–	41
Investment		3,193	1,890	1,586	1,398
Other		9,092	432	50	34
Total commitments		$190,857	$75,017	$67,024	$49,987

Lending Commitments

The firm’s commercial and warehouse financing lending commitments are agreements to lend with fixed termination dates and depend on the satisfaction of all contractual conditions to borrowing. These commitments are presented net of amounts syndicated to third parties. The total commitment amount does not necessarily reflect actual future cash flows because the firm may syndicate portions of these commitments. In addition, commitments can expire unused or be reduced or cancelled at the counterparty’s request. The firm also provides credit to consumers by issuing credit card lines.

Goldman Sachs June 2021 Form 10-Q 66

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information about lending commitments.

	As of
$ in millions		June 2021	December 2020
Held for investment		$192,914	$162,513
Held for sale		15,458	6,594
At fair value		1,639	2,468
Total		$210,011	$171,575

In the table above:

• Held for investment lending commitments are accounted for at amortized cost. The carrying value of lending commitments was a liability of $1.06 billion (including allowance for credit losses of $822 million) as of June 2021 and $775 million (including allowance for credit losses of $557 million) as of December 2020. The estimated fair value of such lending commitments was a liability of $3.98 billion as of June 2021 and $4.05 billion as of December 2020. Had these lending commitments been carried at fair value and included in the fair value hierarchy, $2.37 billion as of June 2021 and $2.43 billion as of December 2020 would have been classified in level 2, and $1.61 billion as of June 2021 and $1.62 billion as of December 2020 would have been classified in level 3.

• Held for sale lending commitments are accounted for at the lower of cost or fair value. The carrying value of lending commitments held for sale was a liability of $75 million as of June 2021 and $68 million as of December 2020. The estimated fair value of such lending commitments approximates the carrying value. Had these lending commitments been included in the fair value hierarchy, they would have been primarily classified in level 3 as of both June 2021 and December 2020.

• Gains or losses related to lending commitments at fair value, if any, are generally recorded net of any fees in other principal transactions.

Commercial Lending.

The firm’s commercial lending commitments were primarily extended to investment-grade corporate borrowers. Such commitments primarily included $117.42 billion as of June 2021 and $110.31 billion as of December 2020, related to relationship lending activities (principally used for operating and general corporate purposes) and $35.29 billion as of June 2021 and $15.81 billion as of December 2020, related to other investment banking activities (generally extended for contingent acquisition financing and are often intended to be short-term in nature, as borrowers often seek to replace them with other funding sources). The firm also extends lending commitments in connection with other types of corporate lending, as well as commercial real estate financing. See Note 9 for further information about funded loans.

To mitigate the credit risk associated with the firm’s commercial lending activities, the firm obtains credit protection on certain loans and lending commitments through credit default swaps, both single-name and index-based contracts, and through the issuance of credit-linked notes. In addition, Sumitomo Mitsui Financial Group, Inc. provides the firm with credit loss protection on certain approved loan commitments.

Warehouse Financing.

The firm provides financing to clients who warehouse financial assets. These arrangements are secured by the warehoused assets, primarily consisting of residential real estate, consumer and corporate loans.

Credit Cards.

The firm’s credit card lending commitments included $26.57 billion as of June 2021 and $21.64 billion as of December 2020 related to credit card lines issued by the firm to consumers. These credit card lines are cancellable by the firm. Credit card commitments also includes approximately $2.0 billion relating to the firm’s commitment to acquire a credit card portfolio in connection with its agreement, in January 2021, to form a

co-branded

credit card relationship with General Motors. This amount represents the portfolio’s outstanding credit card loan balance as of June 2021. However, the final amount will depend on the outstanding balance of credit card loans at the closing of the acquisition, which is expected to occur by the first quarter of 2022.

Risk Participations

The firm also risk participates certain of its commercial lending commitments to other financial institutions. In the event of a risk participant’s default, the firm will be responsible to fund the borrower.

Collateralized Agreement Commitments/ Collateralized Financing Commitments

Collateralized agreement commitments includes forward starting resale and securities borrowing agreements, and collateralized financing commitments includes forward starting repurchase and secured lending agreements that settle at a future date, generally within three business days. Collateralized agreement commitments also includes transactions where the firm has entered into commitments to provide contingent financing to its clients and counterparties through resale agreements. The firm’s funding of these commitments depends on the satisfaction of all contractual conditions to the resale agreement and these commitments can expire unused.

Letters of Credit

The firm has commitments under letters of credit issued by various banks which the firm provides to counterparties in lieu of securities or cash to satisfy various collateral and margin deposit requirements.

67 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Investment Commitments

Investment commitments includes commitments to invest in private equity, real estate and other assets directly and through funds that the firm raises and manages. Investment commitments included $1.73 billion as of June 2021 and $1.69 billion as of December 2020, related to commitments to invest in funds managed by the firm. If these commitments are called, they would be funded at market value on the date of investment.

Contingencies

Legal Proceedings.

See Note 27 for information about legal proceedings, including certain mortgage-related matters.

Other Contingencies.

In connection with the settlement agreement with the Residential Mortgage-Backed Securities Working Group of the U.S. Financial Fraud Enforcement Task Force, the firm agreed to provide $1.80 billion in consumer relief, and the independent monitor overseeing the firm’s compliance with its consumer relief obligations validated that the firm has satisfied its obligations. This relief was provided in the form of principal forgiveness for underwater homeowners and distressed borrowers; financing for construction, rehabilitation and preservation of affordable housing; and support for debt restructuring, foreclosure prevention and housing quality improvement programs, as well as land banks.

Guarantees

The table below presents derivatives that meet the definition of a guarantee, securities lending and clearing guarantees and certain other financial guarantees.

$ in millions	Derivatives	Securities lending and clearing	Other financial guarantees
As of June 2021
Carrying Value of Net Liability	$    3,368	$         –	$  227
Maximum Payout/Notional Amount by Period of Expiration
Remainder of 2021	$  64,573	$ 17,861	$  934
2022 - 2023	67,567	–	2,661
2024 - 2025	26,912	–	2,337
2026 - thereafter	33,403	–	363
Total	$192,455	$ 17,861	$6,295
As of December 2020
Carrying Value of Net Liability	$    4,357	$         –	$  253
Maximum Payout/Notional Amount by Period of Expiration
2021	$  89,202	$21,352	$1,263
2022 - 2023	56,204	–	3,304
2024 - 2025	23,389	–	2,787
2026 - thereafter	32,244	–	268
Total	$201,039	$21,352	$7,622

In the table above:

• The maximum payout is based on the notional amount of the contract and does not represent anticipated losses.

• Amounts exclude certain commitments to issue standby letters of credit that are included in lending commitments. See the tables in “Commitments” above for a summary of the firm’s commitments.

• The carrying value for derivatives included derivative assets of $1.52 billion as of June 2021 and $1.66 billion as of December 2020, and derivative liabilities of $4.89 billion as of June 2021 and $6.02 billion as of December 2020.

Derivative Guarantees.

The firm enters into various derivatives that meet the definition of a guarantee under U.S. GAAP, including written equity and commodity put options, written currency contracts and interest rate caps, floors and swaptions. These derivatives are risk managed together with derivatives that do not meet the definition of a guarantee, and therefore the amounts in the table above do not reflect the firm’s overall risk related to derivative activities. Disclosures about derivatives are not required if they may be cash settled and the firm has no basis to conclude it is probable that the counterparties held the underlying instruments at inception of the contract. The firm has concluded that these conditions have been met for certain large, internationally active commercial and investment bank counterparties, central clearing counterparties, hedge funds and certain other counterparties. Accordingly, the firm has not included such contracts in the table above. See Note 7 for information about credit derivatives that meet the definition of a guarantee, which are not included in the table above.

Derivatives are accounted for at fair value and therefore the carrying value is considered the best indication of payment/performance risk for individual contracts. However, the carrying values in the table above exclude the effect of counterparty and cash collateral netting.

Securities Lending and Clearing Guarantees.

Securities lending and clearing guarantees include the indemnifications and guarantees that the firm provides in its capacity as an agency lender and in its capacity as a sponsoring member of the Fixed Income Clearing Corporation.

Goldman Sachs June 2021 Form 10-Q 68

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

As an agency lender, the firm indemnifies most of its securities lending customers against losses incurred in the event that borrowers do not return securities and the collateral held is insufficient to cover the market value of the securities borrowed. The maximum payout of such indemnifications was $17.86 billion as of June 2021 and $19.86 billion as of December 2020. Collateral held by the lenders in connection with securities lending indemnifications was $18.34 billion as of June 2021 and $20.39 billion as of December 2020. Because the contractual nature of these arrangements requires the firm to obtain collateral with a market value that exceeds the value of the securities lent to the borrower, there is minimal performance risk associated with these indemnifications.

As a sponsoring member of the Government Securities Division of the Fixed Income Clearing Corporation, the firm guarantees the performance of its sponsored member clients to the Fixed Income Clearing Corporation in connection with certain resale and repurchase agreements. To minimize potential losses on such guarantees, the firm obtains a security interest in the collateral that the sponsored client placed with the Fixed Income Clearing Corporation. Therefore, the risk of loss on such guarantees is minimal. There were 0 amounts outstanding under the guarantee as of June 2021. As of December 2020, the maximum payout on this guarantee was $1.49 billion and the related collateral held was $1.50 billion.

Other Financial Guarantees.

In the ordinary course of business, the firm provides other financial guarantees of the obligations of third parties (e.g., standby letters of credit and other guarantees to enable clients to complete transactions and fund-related guarantees). These guarantees represent obligations to make payments to beneficiaries if the guaranteed party fails to fulfill its obligation under a contractual arrangement with that beneficiary. Other financial guarantees also include a guarantee that the firm has provided to the Government of Malaysia that it will receive at least $1.4 

billion in assets and proceeds from assets seized by governmental authorities around the world related to 1Malaysia Development Berhad, a sovereign wealth fund in Malaysia (1MDB). The firm evaluates progress toward satisfying this obligation based on

the report

that it receives on a semi-annual basis, expected in February and August. Based on the

 l

a

test report as of

February 2021, approximately

$220 million in assets or proceeds from assets has been returned to the Government of Malaysia in connection with this guarantee, which must be satisfied by August 18, 2025. Any amounts paid by the firm under this guarantee would be subject to reimbursement in the event the assets or proceeds received by the Government of Malaysia through August 18, 2028 exceeds $1.4 billion. See Note 27 for further information about matters related to 1MDB.

Guarantees of Securities Issued by Trusts.

The firm has established trusts, including Goldman Sachs Capital I, the APEX Trusts and other entities, for the limited purpose of issuing securities to third parties, lending the proceeds to the firm and entering into contractual arrangements with the firm and third parties related to this purpose. The firm does not consolidate these entities. See Note 14 for further information about the transactions involving Goldman Sachs Capital I and the APEX Trusts.

The firm effectively provides for the full and unconditional guarantee of the securities issued by these entities. Timely payment by the firm of amounts due to these entities under the guarantee, borrowing, preferred stock and related contractual arrangements will be sufficient to cover payments due on the securities issued by these entities. No subsidiary of Group Inc. guarantees the securities of Goldman Sachs Capital I or the APEX Trusts.

Management believes that it is unlikely that any circumstances will occur, such as nonperformance on the part of paying agents or other service providers, that would make it necessary for the firm to make payments related to these entities other than those required under the terms of the guarantee, borrowing, preferred stock and related contractual arrangements and in connection with certain expenses incurred by these entities.

Indemnities and Guarantees of Service Providers.

In the ordinary course of business, the firm indemnifies and guarantees certain service providers, such as clearing and custody agents, trustees and administrators, against specified potential losses in connection with their acting as an agent of, or providing services to, the firm or its affiliates.

The firm may also be liable to some clients or other parties for losses arising from its custodial role or caused by acts or omissions of third-party service providers, including

sub-custodians

and third-party brokers. In certain cases, the firm has the right to seek indemnification from these third-party service providers for certain relevant losses incurred by the firm. In addition, the firm is a member of payment, clearing and settlement networks, as well as securities exchanges around the world that may require the firm to meet the obligations of such networks and exchanges in the event of member defaults and other loss scenarios.

69 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

In connection with the firm’s prime brokerage and clearing businesses, the firm agrees to clear and settle on behalf of its clients the transactions entered into by them with other brokerage firms. The firm’s obligations in respect of such transactions are secured by the assets in the client’s account, as well as any proceeds received from the transactions cleared and settled by the firm on behalf of the client. In connection with joint venture investments, the firm may issue loan guarantees under which it may be liable in the event of fraud, misappropriation, environmental liabilities and certain other matters involving the borrower.

The firm is unable to develop an estimate of the maximum payout under these guarantees and indemnifications. However, management believes that it is unlikely the firm will have to make any material payments under these arrangements, and no material liabilities related to these guarantees and indemnifications have been recognized in the consolidated balance sheets as of both June 2021 and December 2020.

Other Representations, Warranties and Indemnifications.

The firm provides representations and warranties to counterparties in connection with a variety of commercial transactions and occasionally indemnifies them against potential losses caused by the breach of those representations and warranties. The firm may also provide indemnifications protecting against changes in or adverse application of certain U.S. tax laws in connection with ordinary-course transactions, such as securities issuances, borrowings or derivatives.

In addition, the firm may provide indemnifications to some counterparties to protect them in the event additional taxes are owed or payments are withheld, due either to a change in or an adverse application of certain

non-U.S.

tax laws.

These indemnifications generally are standard contractual terms and are entered into in the ordinary course of business. Generally, there are no stated or notional amounts included in these indemnifications, and the contingencies triggering the obligation to indemnify are not expected to occur. The firm is unable to develop an estimate of the maximum payout under these guarantees and indemnifications. However, management believes that it is unlikely the firm will have to make any material payments under these arrangements, and no material liabilities related to these arrangements have been recognized in the consolidated balance sheets as of both June 2021 and December 2020.

Guarantees of Subsidiaries.

Group Inc. is the entity that fully and unconditionally guarantees the securities issued by GS Finance Corp., a wholly-owned finance subsidiary of the firm. Group Inc. has guaranteed the payment obligations of Goldman Sachs & Co. LLC (GS&Co.), GS Bank USA and Goldman Sachs Paris Inc. et Cie, subject to certain exceptions. In addition, Group Inc. has provided guarantees to Goldman Sachs International (GSI) and Goldman Sachs Bank Europe SE (GSBE) related to agreements that each entity has entered into with certain of its counterparties. Furthermore, Group Inc. provided a guarantee to GS Bank USA in 2020 related to securities that GS Bank USA acquired from certain affiliated funds of Group Inc. and loans and lending commitments that GS Bank USA acquired from certain subsidiaries of Group Inc. As of June 2021, none of the securities acquired from the affiliated funds were outstanding.

Group Inc. guarantees many of the obligations of its other consolidated subsidiaries on a

transaction-by-transaction

basis, as negotiated with counterparties. Group Inc. is unable to develop an estimate of the maximum payout under its subsidiary guarantees. However, because these obligations are also obligations of consolidated subsidiaries, Group Inc.’s liabilities as guarantor are not separately disclosed.

Note 19.

Shareholders’ Equity

Common Equity

As of both June 2021 and December 2020, the firm had 4.00 billion authorized shares of common stock and 200 million authorized shares of nonvoting common stock, each with a par value of $0.01 per share.

The firm’s share repurchase program is intended to help maintain the appropriate level of common equity. The share repurchase program is effected primarily through regular open-market purchases (which may include repurchase plans designed to comply with

Rule 10b5-1

and accelerated share repurchases), the amounts and timing of which are determined primarily by the firm’s current and projected capital position, and capital deployment opportunities, but which may also be influenced by general market conditions and the prevailing price and trading volumes of the firm’s common stock. The firm suspended stock repurchases during the first quarter of 2020 and, consistent with the FRB’s requirement for all large bank holding companies (BHCs), extended the suspension of stock repurchases through the fourth quarter of 2020. The firm resumed stock repurchases in the first quarter of 2021.

Goldman Sachs June 2021 Form 10-Q 70

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents information about common stock repurchases.

	Three Months Ended June			Six Months Ended June
in millions, except per share amounts		2021	2020		2021	2020
Common share repurchases		2.8	–		11.6	8.2
Average cost per share		$350.90	$    –		$320.12	$236.35
Total cost of common share repurchases		$  1,000	$    –		$  3,700	$  1,928

Pursuant to the terms of certain share-based compensation plans, employees may remit shares to the firm or the firm may cancel share-based awards to satisfy statutory employee tax withholding requirements. Under these plans, during the six months ended June 2021, 1,830 shares were remitted with a total value of $0.5 million and the firm cancelled 3.3 million share-based awards with a total value of $969 million.

The table below presents common stock dividends declared.

	Three Months Ended June			Six Months Ended June
		2021	2020		2021	2020
Dividends declared per common share		$1.25	$1.25		$2.50	$2.50

On July 12, 2021, the Board of Directors of Group Inc. (Board) increased the quarterly dividend to $2.00 per common share from $1.25 per common share. The dividend will be paid on September 29, 2021 to common shareholders of record on September 1, 2021.

Preferred Equity

The tables below present information about the perpetual preferred stock issued and outstanding as of June 2021.

Series	Shares Authorized	Shares Issued	Shares Outstanding	Depositary Shares Per Share
A	50,000	30,000	29,999	1,000
C	25,000	8,000	8,000	1,000
D	60,000	54,000	53,999	1,000
E	17,500	7,667	7,667	N/A
F	5,000	1,615	1,615	N/A
J	46,000	40,000	40,000	1,000
K	32,200	28,000	28,000	1,000
O	26,000	26,000	26,000	25
P	66,000	60,000	60,000	25
Q	20,000	20,000	20,000	25
R	24,000	24,000	24,000	25
S	14,000	14,000	14,000	25
T	27,000	27,000	27,000	25
Total	412,700	340,282	340,280

Series	Earliest Redemption Date	Liquidation Preference	Redemption Value ($ in millions)
A	Currently redeemable	$  25,000	$     750
C	Currently redeemable	$  25,000	200
D	Currently redeemable	$  25,000	1,350
E	Currently redeemable	$100,000	767
F	Currently redeemable	$100,000	161
J	May 10, 2023	$  25,000	1,000
K	May 10, 2024	$  25,000	700
O	November 10, 2026	$  25,000	650
P	November 10, 2022	$  25,000	1,500
Q	August 10, 2024	$  25,000	500
R	February 10, 2025	$  25,000	600
S	February 10, 2025	$  25,000	350
T	May 10, 2026	$  25,000	675
Total			$9,203

In the tables above:

• All shares have a par value of $0.01 per share and, where applicable, each share is represented by the specified number of depositary shares.

• The earliest redemption date represents the date on which each share of non-cumulative Preferred Stock is redeemable at the firm’s option.

• Prior to redeeming preferred stock, the firm must receive approval from the FRB.

• In April 2021, the firm issued 27,000 shares of Series T 3.80% Fixed-Rate Reset Non-Cumulative Preferred Stock (Series T Preferred Stock).

• The redemption price per share for Series A through F and Series Q through T Preferred Stock is the liquidation preference plus declared and unpaid dividends. The redemption price per share for Series J through P Preferred Stock is the liquidation preference plus accrued and unpaid dividends. Each share of Series E and Series F Preferred Stock is redeemable at the firm’s option, subject to certain covenant restrictions governing the firm’s ability to redeem the preferred stock without issuing common stock or other instruments with equity-like characteristics. See Note 14 for information about the replacement capital covenants applicable to the Series E and Series F Preferred Stock.

• All series of preferred stock are pari passu and have a preference over the firm’s common stock on liquidation.

• The firm’s ability to declare or pay dividends on, or purchase, redeem or otherwise acquire, its common stock is subject to certain restrictions in the event that the firm fails to pay or set aside full dividends on the preferred stock for the latest completed dividend period.

71 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

In July 2021, the firm issued 30,000 shares of Series U 3.65% Fixed-Rate Reset Non-Cumulative Preferred Stock (Series U Preferred Stock). Each share of Series U Preferred Stock issued and outstanding has a liquidation preference of $25,000, is represented by 25 depositary shares and is redeemable at the firm’s option beginning August 10, 2026 at a redemption price equal to $25,000 plus declared and unpaid dividends. Dividends on Series U Preferred Stock, if declared, are payable semi-annually at (i) 3.65% per annum from the issuance date to, but excluding, August 10, 2026 and, thereafter, (ii) 2.915% per annum plus the five-year treasury rate.

In the second quarter of 2021, the firm redeemed all outstanding shares of its Series N 6.30%

Non-Cumulative

Preferred Stock (Series N Preferred Stock) with a redemption value of $675 million ($25,000 per share), plus accrued and unpaid dividends on May 19, 2021. The difference between the redemption value and net carrying value was $20 million, which was recorded as an addition to preferred stock dividends in the second quarter of 2021.

In the first quarter of 2021, the firm redeemed all outstanding shares of its Series M 5.375%

Fixed-to-Floating

Rate

Non-Cumulative

Preferred Stock (Series M Preferred Stock) with a redemption value of $2 billion ($25,000 per share), plus accrued and unpaid dividends. The difference between the redemption value and net carrying value was $21 million, which was recorded as an addition to preferred stock dividends in the first quarter of 2021.

In 2020, the firm redeemed the remaining 14,000 outstanding shares of its Series L 5.70%

Non-Cumulative

Preferred Stock (Series L Preferred Stock) with a redemption value of $350 million ($25,000 per share), plus accrued and unpaid dividends. The difference between the redemption value and net carrying value was $1 million, which was recorded as an addition to preferred stock dividends in 2020.

The table below presents the dividend rates of perpetual preferred stock as of June 2021.

Series		Per Annum Dividend Rate
A	3 month LIBOR + 0.75%, with floor of 3.75%, payable quarterly
C	3 month LIBOR + 0.75%, with floor of 4.00%, payable quarterly
D	3 month LIBOR + 0.67%, with floor of 4.00%, payable quarterly
E	3 month LIBOR + 0.7675%, with floor of 4.00%, payable quarterly
F	3 month LIBOR + 0.77%, with floor of 4.00%, payable quarterly
J	5.50% to, but excluding, May 10, 2023; 3 month LIBOR + 3.64% thereafter, payable quarterly
K	6.375% to, but excluding, May 10, 2024; 3 month LIBOR + 3.55% thereafter, payable quarterly
O	5.30%, payable semi-annually, from issuance date to, but excluding, November 10, 2026; 3 month LIBOR + 3.834%, payable quarterly, thereafter
P	5.00%, payable semi-annually, from issuance date to, but excluding, November 10, 2022; 3 month LIBOR + 2.874%, payable quarterly, thereafter
Q	5.50%, payable semi-annually, from issuance date to, but excluding, August 10, 2024; 5 year treasury rate + 3.623%, payable semi-annually, thereafter
R	4.95%, payable semi-annually, from issuance date to, but excluding, February 10, 2025; 5 year treasury rate + 3.224%, payable semi-annually, thereafter
S	4.40%, payable semi-annually, from issuance date to, but excluding, February 10, 2025; 5 year treasury rate + 2.85%, payable semi-annually thereafter
T	3.80%, payable semi-annually, from issuance date to, but excluding, May 10, 2026; 5 year treasury rate + 2.969%, payable semi-annually, thereafter

In the table above, dividends on each series of preferred stock are payable in arrears for the periods specified.

The table below presents preferred stock dividends declared.

	2021			2020
Series		per share	$ in millions		per share	$ in millions
Three Months Ended June
A		$  231.77	$    7		$   236.98	$    7
C		$  247.22	2		$   252.78	2
D		$  247.22	13		$   252.78	14
E		$1,022.22	8		$1,011.11	8
F		$1,022.22	1		$1,011.11	1
J		$  343.75	13		$   343.75	14
K		$  398.44	11		$   398.44	11
M		$           –	–		$   671.88	54
N		$  393.75	9		$   393.75	10
O		$  662.50	17		$   662.50	17
P		$  625.00	38		$   625.00	38
Total			$119			$176
Six Months Ended June
A		$  471.35	$  14		$   471.36	$  14
C		$  502.78	4		$   502.78	4
D		$  502.78	27		$   502.78	27
E		$2,022.22	15		$2,022.22	15
F		$2,022.22	3		$2,022.22	3
J		$  687.50	27		$   687.50	28
K		$  796.88	22		$   796.88	22
L		$           –	–		$   361.54	4
M		$           –	–		$   671.88	54
N		$  787.50	19		$   787.50	21
O		$  662.50	17		$   662.50	17
P		$  625.00	38		$   625.00	38
Q		$  687.50	14		$   889.93	18
R		$  618.75	15		$           –	–
S		$  550.00	8		$           –	–
Total			$223			$265

Goldman Sachs June 2021 Form 10-Q 72

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

On July 7, 2021, Group Inc. declared dividends of $239.58 per share of Series A Preferred Stock, $255.56 per share of Series C Preferred Stock, $255.56 per share of Series D Preferred Stock, $343.75 per share of Series J Preferred Stock, $398.44 per share of Series K Preferred Stock, $687.50 per share of Series Q Preferred Stock, $618.75 per share of Series R Preferred Stock, and $550.00 per share of Series S Preferred Stock to be paid on August 10, 2021 to preferred shareholders of record on July 26, 2021. In addition, the firm declared dividends of $1,022.22 per share of Series E Preferred Stock and $1,022.22 per share of Series F Preferred Stock to be paid on September 1, 2021 to preferred shareholders of record on August 17, 2021.

Accumulated Other Comprehensive Income/(Loss)

The table below presents changes in accumulated other comprehensive income/(loss), net of tax, by type.

$ in millions	Beginning balance		Other comprehensive income/(loss) adjustments, net of tax		Ending balance
Three Months Ended June 2021
Currency translation	$  (696	)	$    (16	)	$  (712	)
Debt valuation adjustment	(852	)	117		(735	)
Pension and postretirement liabilities	(361	)	–		(361	)
Available-for-sale securities	(165	)	84		(81	)
Total	$(2,074	)	$   185		$(1,889	)
Three Months Ended June 2020
Currency translation	$  (633	)	$    (44	)	$  (677	)
Debt valuation adjustment	2,342		(2,218	)	124
Pension and postretirement liabilities	(335	)	(4	)	(339	)
Available-for-sale securities	563		(12	)	551
Total	$1,937		$(2,278	)	$  (341	)
Six Months Ended June 2021
Currency translation	$  (696	)	$    (16	)	$  (712	)
Debt valuation adjustment	(833	)	98		(735	)
Pension and postretirement liabilities	(368	)	7		(361	)
Available-for-sale securities	463		(544	)	(81	)
Total	$(1,434	)	$  (455	)	$(1,889	)
Six Months Ended June 2020
Currency translation	$  (616	)	$    (61	)	$  (677	)
Debt valuation adjustment	(572	)	696		124
Pension and postretirement liabilities	(342	)	3		(339	)
Available-for-sale securities	46		505		551
Total	$(1,484	)	$ 1,143		$  (341	)

Note 20.

Regulation and Capital Adequacy

The FRB is the primary regulator of Group Inc., a BHC under the U.S. Bank Holding Company Act of 1956 and a financial holding company under amendments to this Act. The firm is subject to consolidated regulatory capital requirements which are calculated in accordance with the regulations of the FRB (Capital Framework).

The capital requirements are expressed as risk-based capital and leverage ratios that compare measures of regulatory capital to risk-weighted assets (RWAs), average assets and

off-balance

sheet exposures. Failure to comply with these capital requirements could result in restrictions being imposed by the firm’s regulators and could limit the firm’s ability to repurchase shares, pay dividends and make certain discretionary compensation payments. The firm’s capital levels are also subject to qualitative judgments by the regulators about components of capital, risk weightings and other factors. Furthermore, certain of the firm’s subsidiaries are subject to separate regulations and capital requirements.

Capital Framework

The regulations under the Capital Framework are largely based on the Basel Committee on Banking Supervision’s (Basel Committee) capital framework for strengthening international capital standards (Basel III) and also implement certain provisions of the Dodd-Frank Act. Under the Capital Framework, the firm is an “Advanced approach” banking organization and has been designated as a global systemically important bank

(G-SIB).

The Capital Framework includes the minimum risk-based capital and the capital conservation buffer requirements. The buffer must consist entirely of capital that qualifies as Common Equity Tier 1 (CET1) capital.

The firm calculates its CET1 capital, Tier 1 capital and Total capital ratios in accordance with both the Standardized and Advanced Capital Rules. Each of the ratios calculated under the Standardized and Advanced Capital Rules must meet its respective capital requirements.

Under the Capital Framework, the firm is also subject to leverage requirements which consist of a minimum Tier 1 leverage ratio and a minimum supplementary leverage ratio (SLR), as well as the SLR buffer.

73 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Consolidated Regulatory Capital Requirements

Risk-Based Capital Ratios.

The table below presents the risk-based capital requirements as of both June 2021 and December 2020.

	Standardized	Advanced
CET1 capital ratio	13.6%	9.5%
Tier 1 capital ratio	15.1%	11.0%
Total capital ratio	17.1%	13.0%

In the table above:

• Under both the Standardized and Advanced Capital Rules, the CET1 capital ratio requirement includes a minimum of 4.5%, the Tier 1 capital ratio requirement includes a minimum of 6.0% and the Total capital ratio requirement includes a minimum of 8.0%. These requirements also include the capital conservation buffer requirements, consisting of the G-SIB surcharge of 2.5% (Method 2) and the countercyclical capital buffer, which the FRB has set to 0 percent. In addition, the capital conservation buffer requirements include the stress capital buffer (SCB)   of 6.6% under the Standardized Capital Rules and a buffer of 2.5% under the Advanced Capital Rules.

• The G-SIB surcharge is updated annually based on financial data from the prior year and is generally applicable for the following year. The G-SIB surcharge is calculated using two methodologies, the higher of which is reflected in the firm’s risk-based capital requirements. The first calculation (Method 1) is based on the Basel Committee’s methodology which, among other factors, relies upon measures of the size, activity and complexity of each G-SIB. The second calculation (Method 2) uses similar inputs but includes a measure of reliance on short-term wholesale funding.

Based on the firm’s 2021 Comprehensive Capital Analysis and Review submission, the FRB has set theSCB for the firm at 6.4% for the period from October 1, 2021 through September 30, 2022. As a result, beginning on October 1, 2021, the firm’s Standardized requirements will be 13.4% for the CET1 capital ratio, 14.9% for the Tier 1 capital ratio and 16.9% for the Total capital ratio.

The table below presents information about risk-based capital ratios.

$ in millions	Standardized	Advanced
As of June 2021
CET1 capital	$  89,440	$  89,440
Tier 1 capital	$  98,514	$  98,514
Tier 2 capital	$  14,965	$  12,747
Total capital	$113,479	$111,261
RWAs	$621,335	$667,143
CET1 capital ratio	14.4%	13.4%
Tier 1 capital ratio	15.9%	14.8%
Total capital ratio	18.3%	16.7%
As of December 2020
CET1 capital	$  81,641	$  81,641
Tier 1 capital	$  92,730	$  92,730
Tier 2 capital	$  15,424	$  13,279
Total capital	$108,154	$106,009
RWAs	$554,162	$609,750
CET1 capital ratio	14.7%	13.4%
Tier 1 capital ratio	16.7%	15.2%
Total capital ratio	19.5%	17.4%

In the table above, as permitted by the FRB, the firm has elected to temporarily delay the estimated effects of adopting CECL on regulatory capital until January 2022 and to subsequently

phase-in

the effects through January 2025. In addition, during 2020 and 2021, the firm has elected to increase regulatory capital by 25% of the increase in the allowance for credit losses since January 1, 2020, as permitted by the rules issued by the FRB. The impact of this increase will also be phased in over the three-year transition period. Reflecting the full impact of CECL as of both June 2021 and December 2020 would not have had a material impact on the firm’s capital ratios.

Leverage Ratios.

The table below presents the leverage requirements.

	Requirements
Tier 1 leverage ratio	4.0%
SLR	5.0%

In the table above, the SLR requirement of 5% includes a minimum of 3% and a 2% buffer applicable to

G-SIBs.

The table below presents information about leverage ratios.

	For the Three Months Ended or as of
$ in millions		June 2021		December 2020
Tier 1 capital		$    98,514		$     92,730
Average total assets		$1,358,068		$1,152,785
Deductions from Tier 1 capital		(5,003	)	(4,948	)
Average adjusted total assets		1,353,065		1,147,837
Impact of SLR temporary amendment		–		(202,748	)
Average off-balance sheet exposures		424,376		387,848
Total leverage exposure		$1,777,441		$1,332,937
Tier 1 leverage ratio		7.3%		8.1%
SLR		5.5%		7.0%

Goldman Sachs June 2021 Form 10-Q 74

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

In the table above:

• Average total assets represents the average daily assets for the quarter adjusted for the impact of CECL transition.

• Impact of SLR temporary amendment represented the exclusion of average holdings of U.S. Treasury securities and average deposits at the Federal Reserve as permitted by the FRB. The impact of this temporary amendment was an increase in the firm’s SLR by approximately 1.0 percentage points for the three months ended December 2020. Effective April 1, 2021, the amendment permitting this exclusion expired and, as a result, the SLR for the three months ended June 2021 did not reflect the impact of the temporary amendment to exclude the holdings of such assets.

• Average off-balance sheet exposures represents the monthly average and consists of derivatives, securities financing transactions, commitments and guarantees.

• Tier 1 leverage ratio is calculated as Tier 1 capital divided by average adjusted total assets.

• SLR is calculated as Tier 1 capital divided by total leverage exposure.

Risk-Based Capital.

The table below presents information about risk-based capital.

	As of
$ in millions		June 2021		December 2020
Common shareholders’ equity		$  92,687		$  84,729
Impact of CECL transition		1,041		1,126
Deduction for goodwill		(3,657	)	(3,652	)
Deduction for identifiable intangible assets		(504	)	(601	)
Other adjustments		(127	)	39
CET1 capital		89,440		81,641
Preferred stock		9,203		11,203
Deduction for investments in covered funds		(126	)	(106	)
Other adjustments		(3	)	(8	)
Tier 1 capital		$  98,514		$  92,730
Standardized Tier 2 and Total capital
Tier 1 capital		$  98,514		$  92,730
Qualifying subordinated debt		12,077		12,196
Junior subordinated debt		94		188
Allowance for credit losses		2,841		3,095
Other adjustments		(47	)	(55	)
Standardized Tier 2 capital		14,965		15,424
Standardized Total capital		$113,479		$108,154
Advanced Tier 2 and Total capital
Tier 1 capital		$  98,514		$  92,730
Standardized Tier 2 capital		14,965		15,424
Allowance for credit losses		(2,841	)	(3,095	)
Other adjustments		623		950
Advanced Tier 2 capital		12,747		13,279
Advanced Total capital		$111,261		$106,009

In the table above:

• Impact of CECL transition represents the impact of adoption as of January 1, 2020 and the impact of increasing regulatory capital by 25% of the increase in allowance for credit losses since January 1, 2020. The allowance for credit losses within Standardized and Advanced Tier 2 capital also reflects the impact of these adjustments.

• Deduction for goodwill was net of deferred tax liabilities of $675 million as of June 2021 and $680 million as of December 2020.

• Deduction for identifiable intangible assets was net of deferred tax liabilities of $19 million as of June 2021 and $29 million as of December 2020.

• Deduction for investments in covered funds represents the firm’s aggregate investments in applicable covered funds, excluding investments that are subject to an extended conformance period. See Note 8 for further information about the Volcker Rule.

• Other adjustments within CET1 capital and Tier 1 capital primarily include credit valuation adjustments on derivative liabilities, the overfunded portion of the firm’s defined benefit pension plan obligation net of associated deferred tax liabilities, disallowed deferred tax assets, debt valuation adjustments and other required credit risk-based deductions. Other adjustments within Advanced Tier 2 capital include eligible credit reserves.

• Qualifying subordinated debt is subordinated debt issued by Group Inc. with an original maturity of five years or greater. The outstanding amount of subordinated debt qualifying for Tier 2 capital is reduced upon reaching a remaining maturity of five years. See Note 14 for further information about the firm’s subordinated debt.

• Junior subordinated debt is debt issued to a Trust. As of June 2021, 10% of this debt was included in Tier 2 capital and 90% was phased out of regulatory capital. As of December 2020, 20% of this debt was included in Tier 2 capital and 80% was phased out of regulatory capital. Junior subordinated debt is reduced by the amount of Trust Preferred securities purchased by the firm and will be fully phased out of Tier 2 capital by 2022. See Note 14 for further information about the firm’s junior subordinated debt and Trust Preferred securities.

75 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents changes in CET1 capital, Tier 1 capital and Tier 2 capital.

$ in millions	Standardized		Advanced
Six Months Ended June 2021
CET1 capital
Beginning balance	$  81,641		$  81,641
Change in:
Common shareholders’ equity	7,958		7,958
Impact of CECL transition	(85	)	(85	)
Deduction for goodwill	(5	)	(5	)
Deduction for identifiable intangible assets	97		97
Other adjustments	(166	)	(166	)
Ending balance	$  89,440		$  89,440
Tier 1 capital
Beginning balance	$  92,730		$  92,730
Change in:
CET1 capital	7,799		7,799
Deduction for investments in covered funds	(20	)	(20	)
Preferred stock	(2,000	)	(2,000	)
Other adjustments	5		5
Ending balance	98,514		98,514
Tier 2 capital
Beginning balance	15,424		13,279
Change in:
Qualifying subordinated debt	(119	)	(119	)
Junior subordinated debt	(94	)	(94	)
Allowance for credit losses	(254	)	–
Other adjustments	8		(319	)
Ending balance	14,965		12,747
Total capital	$113,479		$111,261
Year Ended December 2020
CET1 capital
Beginning balance	$  74,850		$  74,850
Change in:
Common shareholders’ equity	5,667		5,667
Impact of CECL transition	1,126		1,126
Deduction for goodwill	(123	)	(123	)
Deduction for identifiable intangible assets	3		3
Other adjustments	118		118
Ending balance	$  81,641		$  81,641
Tier 1 capital
Beginning balance	$  85,440		$  85,440
Change in:
CET1 capital	6,791		6,791
Deduction for investments in covered funds	504		504
Other adjustments	(5	)	(5	)
Ending balance	92,730		92,730
Tier 2 capital
Beginning balance	14,925		13,473
Change in:
Qualifying subordinated debt	(651	)	(651	)
Junior subordinated debt	(96	)	(96	)
Allowance for credit losses	1,293		–
Other adjustments	(47	)	553
Ending balance	15,424		13,279
Total capital	$108,154		$106,009

RWAs.

RWAs are calculated in accordance with both the Standardized and Advanced Capital Rules.

Credit Risk

Credit RWAs are calculated based on measures of exposure, which are then risk weighted under the Standardized and Advanced Capital Rules:

• The Standardized Capital Rules apply prescribed risk-weights, which depend largely on the type of counterparty. The exposure measure for derivatives and securities financing transactions are based on specific formulas which take certain factors into consideration.

• Under the Advanced Capital Rules, the firm computes risk-weights for wholesale and retail credit exposures in accordance with the Advanced Internal Ratings-Based approach. The exposure measures for derivatives and securities financing transactions are computed utilizing internal models.

• For both Standardized and Advanced credit RWAs, the risk-weights for securitizations and equities are based on specific required formulaic approaches.

Market Risk

RWAs for market risk in accordance with the Standardized and Advanced Capital Rules are generally consistent. Market RWAs are calculated based on measures of exposure which include the following:

• Value-at-Risk (VaR) is the potential loss in value of trading assets and liabilities, as well as certain investments, loans, and other financial assets and liabilities accounted for at fair value, due to adverse market movements over a defined time horizon with a specified confidence level.

Goldman Sachs June 2021 Form 10-Q 76

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

For both risk management purposes and regulatory capital calculations, the firm uses a single VaR model which captures risks, including those related to interest rates, equity prices, currency rates and commodity prices. However, VaR used for risk management purposes differs from VaR used for regulatory capital requirements (regulatory VaR) due to differences in time horizons, confidence levels and the scope of positions on which VaR is calculated. For risk management purposes, a 95%

one-day

VaR is used, whereas for regulatory capital requirements, a 99%

10-day

VaR is used to determine Market RWAs and a 99%

one-day

VaR is used to determine regulatory VaR exceptions. In addition, the daily net revenues used to determine risk management VaR exceptions (i.e., comparing the daily net revenues to the VaR measure calculated as of the end of the prior business day) include intraday activity, whereas the Capital Framework requires that intraday activity be excluded from daily net revenues when calculating regulatory VaR exceptions. Intraday activity includes bid/offer net revenues, which are more likely than not to be positive by their nature. As a result, there may be differences in the number of VaR exceptions and the amount of daily net revenues calculated for regulatory VaR compared to the amounts calculated for risk management VaR.

The firm’s positional losses observed on a single day did not exceed its 99%

one-day

regulatory VaR during the six months ended June 2021 and exceeded its 99%

one-day

regulatory VaR on six occasions during 2020 (all of which occurred during March 2020 and, as permitted by the FRB, did not have any impact on the firm’s VaR multiplier used to calculate Market RWAs);

• Stressed VaR is the potential loss in value of trading assets and liabilities, as well as certain investments, loans, and other financial assets and liabilities accounted for at fair value, during a period of significant market stress;

• Incremental risk is the potential loss in value of non-securitized positions due to the default or credit migration of issuers of financial instruments over a one-year time horizon;

• Comprehensive risk is the potential loss in value, due to price risk and defaults, within the firm’s credit correlation positions; and

• Specific risk is the risk of loss on a position that could result from factors other than broad market movements, including event risk, default risk and idiosyncratic risk. The standardized measurement method is used to determine specific risk RWAs, by applying supervisory defined risk-weighting factors after applicable netting is performed.

Operational Risk

Operational RWAs are only required to be included under the Advanced Capital Rules. The firm utilizes an internal risk-based model to quantify Operational RWAs.

The table below presents information about RWAs.

$ in millions	Standardized	Advanced
As of June 2021
Credit RWAs
Derivatives	$128,830	$110,132
Commitments, guarantees and loans	197,151	168,796
Securities financing transactions	77,787	15,363
Equity investments	55,578	62,005
Other	71,705	89,350
Total Credit RWAs	531,051	445,646
Market RWAs
Regulatory VaR	15,771	15,771
Stressed VaR	51,917	51,917
Incremental risk	7,704	7,704
Comprehensive risk	2,164	2,164
Specific risk	12,728	12,728
Total Market RWAs	90,284	90,284
Total Operational RWAs	–	131,213
Total RWAs	$621,335	$667,143
As of December 2020
Credit RWAs
Derivatives	$120,292	$111,691
Commitments, guarantees and loans	176,501	151,587
Securities financing transactions	71,427	16,568
Equity investments	46,944	49,268
Other	70,274	83,599
Total Credit RWAs	485,438	412,713
Market RWAs
Regulatory VaR	14,913	14,913
Stressed VaR	31,978	31,978
Incremental risk	7,882	7,882
Comprehensive risk	1,758	1,758
Specific risk	12,193	12,193
Total Market RWAs	68,724	68,724
Total Operational RWAs	–	128,313
Total RWAs	$554,162	$609,750

In the table above:

• Securities financing transactions represents resale and repurchase agreements and securities borrowed and loaned transactions.

• Other includes receivables, certain debt securities, cash and cash equivalents, and other assets.

77 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The table below presents changes in RWAs.

$ in millions	Standardized		Advanced
Six Months Ended June 2021
RWAs
Beginning balance	$554,162		$609,750
Credit RWAs
Change in:
Derivatives	8,538		(1,559	)
Commitments, guarantees and loans	20,650		17,209
Securities financing transactions	6,360		(1,205	)
Equity investments	8,634		12,737
Other	1,431		5,751
Change in Credit RWAs	45,613		32,933
Market RWAs
Change in:
Regulatory VaR	858		858
Stressed VaR	19,939		19,939
Incremental risk	(178	)	(178	)
Comprehensive risk	406		406
Specific risk	535		535
Change in Market RWAs	21,560		21,560
Change in Operational RWAs	–		2,900
Ending balance	$621,335		$667,143
Year Ended December 2020
RWAs
Beginning balance	$563,575		$544,653
Credit RWAs
Change in:
Derivatives	(614	)	39,060
Commitments, guarantees and loans	(3,239	)	17,131
Securities financing transactions	5,560		2,734
Equity investments	(9,870	)	(12,624	)
Other	(5,386	)	5,333
Change in Credit RWAs	(13,549	)	51,634
Market RWAs
Change in:
Regulatory VaR	5,980		5,980
Stressed VaR	1,067		1,067
Incremental risk	3,574		3,574
Comprehensive risk	365		567
Specific risk	(6,850	)	(6,850	)
Change in Market RWAs	4,136		4,338
Change in Operational RWAs	–		9,125
Ending balance	$554,162		$609,750

RWAs Rollforward Commentary

Six Months Ended June 2021.

Standardized Credit RWAs as of June 2021 increased by $45.61 

billion compared with December 2020, primarily reflecting an increase in commitments, guarantees and loans (principally due to increased lending activity), an increase in derivatives (principally due to increased exposures), an increase in equity investments (principally due to increased exposures as a result ofgains, partially offset by sales), and an increase in securities financing transactions (principally due to increasedexposures). Standardized Market RWAs as of June 2021 increased by

 $21.56 

billion compared with December 2020, primarily reflecting an increase in stressed VaR (principally due to increased exposures to interest rates).

Advanced Credit RWAs as of June 2021 increased by

$32.93 

billion compared with December 2020, primarily reflecting an increase in commitments, guarantees and loans (principally due to increased lending activity), an increase in equity investments (principally due to increased exposures as a result ofgains, partially offset by sales) and an increase in other credit RWAs (principally due to increased corporate debt

, and customer and oth

er receivables

 exposures). Advanced Market RWAs as of June 2021 increased by

 $21.56 

billion compared with December 2020, primarily reflecting an increase in stressed VaR (principally due to increased exposures to interest rates). 

Year Ended December 2020.

Standardized Credit RWAs as of December 2020 decreased by $13.55 billion compared with December 2019, primarily reflecting a decrease in equity investments (principally due to the sale of certain equity positions) and a decrease in other (principally due to decreased receivables as a result of changes in risk measurements). These decreases were partially offset by an increase in securities financing transactions (principally due to increased funding exposures). Standardized Market RWAs as of December 2020 increased by $4.14 billion compared with December 2019, primarily reflecting an increase in regulatory VaR (principally due to increased market volatility) and an increase in incremental risk (principally due to increased exposures in equities held for market-making purposes). These increases were partially offset by a decrease in specific risk (principally due to changes in risk measurements on certain exposures).

Advanced Credit RWAs as of December 2020 increased by $51.63 billion compared with December 2019, primarily reflecting an increase in derivatives (principally due to the impact of higher levels of volatility and counterparty credit risk) and an increase in commitments, guarantees and loans (principally due to increased lending activity). These increases were partially offset by a decrease in equity investments (principally due to the sale of certain equity positions). Advanced Market RWAs as of December 2020 increased by $4.34 billion compared with December 2019, primarily reflecting an increase in regulatory VaR (principally due to increased market volatility) and an increase in incremental risk (principally due to increased exposures in equities held for market-making purposes). These increases were partially offset by a decrease in specific risk (principally due to changes in risk measurements on certain exposures). Advanced Operational RWAs as of December 2020 increased by $9.13 billion compared with December 2019. The vast majority of this increase was associated with litigation and regulatory proceedings.

Goldman Sachs June 2021 Form 10-Q 78

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Bank Subsidiaries

Regulatory Capital Ratios.

GS Bank USA, the firm’s primary U.S. bank subsidiary, is an FDIC-insured, New York State-chartered bank and a member of the Federal Reserve System, is supervised and regulated by the FRB, the FDIC, the New York State Department of Financial Services (NYDFS) and the Consumer Financial Protection Bureau, and is subject to regulatory capital requirements that are calculated under the Capital Framework. GS Bank USA is an Advanced approach banking organization under the Capital Framework.

The Capital Framework includes the minimum risk-based capital and the capital conservation buffer requirements (consisting of a 2.5% buffer and the countercyclical capital buffer). The buffer must consist entirely of capital that qualifies as CET1 capital. In addition, the Capital Framework includes the leverage ratio requirement.

GS Bank USA is required to calculate the CET1 capital, Tier 1 capital and Total capital ratios in accordance with both the Standardized and Advanced Capital Rules. The lower of each risk-based capital ratio under the Standardized and Advanced Capital Rules is the ratio against which GS Bank USA’s compliance with its risk-based capital requirements is assessed. In addition, under the regulatory framework for prompt corrective action applicable to GS Bank USA, in order to meet the quantitative requirements for a “well-capitalized” depository institution, GS Bank USA must also meet the “well-capitalized” requirements in the table below. GS Bank USA’s capital levels and prompt corrective action classification are also subject to qualitative judgments by the regulators about components of capital, risk weightings and other factors. Failure to comply with the capital requirements, including a breach of the buffers described below, could result in restrictions being imposed by the regulators.

The table below presents GS Bank USA’s risk-based capital, leverage and “well-capitalized” requirements.

	Requirements	“Well-capitalized” Requirements
Risk-based capital requirements
CET1 capital ratio	7.0%	6.5%
Tier 1 capital ratio	8.5%	8.0%
Total capital ratio	10.5%	10.0%
Leverage requirements
Tier 1 leverage ratio	4.0%	5.0%
SLR	3.0%	6.0%

In the table above:

• The CET1 capital ratio requirement includes a minimum of 4.5%, the Tier 1 capital ratio requirement includes a minimum of 6.0% and the Total capital ratio requirement includes a minimum of 8.0%. These requirements also include the capital conservation buffer requirements consisting of a 2.5% buffer and the countercyclical capital buffer, which the FRB has set to 0 percent.

• The “well-capitalized” requirements are the binding requirements for leverage ratios.

The table below presents information about GS Bank USA’s risk-based capital ratios.

$ in millions	Standardized	Advanced
As of June 2021
CET1 capital	$  32,593	$  32,593
Tier 1 capital	$  32,593	$  32,593
Tier 2 capital	$    6,148	$    4,688
Total capital	$  38,741	$  37,281
RWAs	$295,470	$193,398
CET1 capital ratio	11.0%	16.9%
Tier 1 capital ratio	11.0%	16.9%
Total capital ratio	13.1%	19.3%
As of December 2020
CET1 capital	$  30,656	$  30,656
Tier 1 capital	$  30,656	$  30,656
Tier 2 capital	$    6,288	$    4,903
Total capital	$  36,944	$  35,559
RWAs	$266,153	$165,799
CET1 capital ratio	11.5%	18.5%
Tier 1 capital ratio	11.5%	18.5%
Total capital ratio	13.9%	21.4%

In the table above:

• The lower of the Standardized or Advanced ratio is the ratio against which GS Bank USA’s compliance with the capital requirements is assessed under the risk-based Capital Rules, and therefore, the Standardized ratios applied to GS Bank USA as of both June 2021 and December 2020.

• As permitted by the FRB, GS Bank USA has elected to temporarily delay the estimated effects of adopting CECL on regulatory capital until January 2022 and to subsequently phase-in the effects through January 2025. In addition, during 2020 and 2021, GS Bank USA has elected to increase regulatory capital by 25% of the increase in the allowance for credit losses since January 1, 2020, as permitted by the rules issued by the FRB. The impact of this increase will also be phased in over the three-year transition period. Reflecting the full impact of CECL as of both June 2021 and December 2020 would not have had a material impact on GS Bank USA’s Standardized risk-based capital ratios.

79 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

• The Standardized and Advanced risk-based capital ratios decreased from December 2020 to June 2021, reflecting an increase in both Credit and Market RWAs, partially offset by an increase in capital, reflecting net earnings and a capital contribution from Group Inc.

The table below presents information about GS Bank USA’s leverage ratios.

	For the Three Months Ended or as of
$ in millions		June 2021	December 2020
Tier 1 capital		$  32,593	$  30,656
Average adjusted total assets		$306,095	$283,869
Total leverage exposure		$512,063	$343,198
Tier 1 leverage ratio		10.6%	10.8%
SLR		6.4%	8.9%

In the table above:

• Average adjusted total assets represents the average daily assets for the quarter adjusted for deductions from Tier 1 capital, and the impact of CECL transition.

• Total leverage exposure, for the three months ended December 2020, excluded average holdings of U.S. Treasury securities and average deposits at the Federal Reserve as permitted by the FRB under a temporary amendment. The impact of this temporary amendment was an increase in GS Bank USA’s SLR by approximately 2.4  p ercentage points for the three months ended December 2020. Effective April 1, 2021, the amendment permitting this exclusion expired and, as a result, the SLR for the three months ended June 2021 did not reflect the impact of the temporary amendment to exclude the holdings of such assets.

• Tier 1 leverage ratio is calculated as Tier 1 capital divided by average adjusted total assets.

• SLR is calculated as Tier 1 capital divided by total leverage exposure.

The firm’s principal

non-U.S.

bank subsidiaries, GSIB and GSBE, are also subject to regulatory capital requirements. GSIB is regulated by the Prudential Regulation Authority (PRA) and the Financial Conduct Authority (FCA), and GSBE is directly supervised by the European Central Bank and by BaFin and Deutsche Bundesbank in the context of the E.U. Single Supervisory Mechanism. As of both June 2021 and December 2020, GSIB and GSBE were in compliance with their regulatory capital requirements.

Other.

The deposits of GS Bank USA are insured by the FDIC to the extent provided by law. The FRB requires that GS Bank USA maintain cash reserves with the Federal Reserve. As of both June 2021 and December 2020, the reserve requirement ratio was zero percent. The amount deposited by GS Bank USA at the Federal Reserve was $133.09 billion as of June 2021 and $52.71 billion as of December 2020.

Restrictions on Payments

Group Inc. may be limited in its ability to access capital held at certain subsidiaries as a result of regulatory, tax or other constraints. These limitations include provisions of applicable law and regulations and other regulatory restrictions that limit the ability of those subsidiaries to declare and pay dividends without prior regulatory approval. For example, the amount of dividends that may be paid by GS Bank USA are limited to the lesser of the amounts calculated under a recent earnings test and an undivided profits test. In connection with the acquisition of GSBE by GS Bank USA on July 1, 2021, Group Inc. made a $33 billion cash capital contribution to GS Bank USA on that date.

Since the acquisition and through the date of this report, GS Bank USA has declared and paid approximately

$33 billion of dividends to Group Inc., largely reflecting the subsequent maturity or settlement of assets held by GSBE on the acquisition date. Accordingly, GS Bank USA cannot currently declare any additional dividends without prior regulatory approval

.

In addition, subsidiaries not subject to separate regulatory capital requirements may hold capital to satisfy local tax and legal guidelines, rating agency requirements (for entities with assigned credit ratings) or internal policies, including policies concerning the minimum amount of capital a subsidiary should hold based on its underlying level of risk.

Group Inc.’s equity investment in subsidiaries was $111.10 billion as of June 2021 and $103.80 billion as of December 2020, of which Group Inc. was required to maintain $72.26 billion as of June 2021 and $63.68 billion as of December 2020, of minimum equity capital in its regulated subsidiaries in order to satisfy the regulatory requirements of such subsidiaries.

Group Inc.’s capital invested in certain

non-U.S.

subsidiaries is exposed to foreign exchange risk, substantially all of which is managed through a combination of derivatives and

non-U.S.

denominated debt. See Note 7 for information about the firm’s net investment hedges used to hedge this risk

.

Goldman Sachs June 2021 Form 10-Q 80

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Note 21.

Earnings Per Common Share

Basic earnings per common share (EPS) is calculated by dividing net earnings to common by the weighted average number of common shares outstanding and RSUs for which the delivery of the underlying common stock is not subject to satisfaction of future service or performance conditions (collectively, basic shares). Diluted EPS includes the determinants of basic EPS and, in addition, reflects the dilutive effect of the common stock deliverable for RSUs for which the delivery of the underlying common stock is subject to satisfaction of future service or performance conditions.

The table below presents information about basic and diluted EPS.

	Three Months Ended June			Six Months Ended June
in millions, except per share amounts		2021	2020		2021	2020
Net earnings to common		$5,347	$  197		$12,058	$1,320
Weighted average basic shares		350.8	355.7		353.6	356.8
Effect of dilutive RSUs		5.2	–		4.8	–
Weighted average diluted shares		356.0	355.7		358.4	356.8
Basic EPS		$15.22	$  0.53		$  34.06	$  3.66
Diluted EPS		$15.02	$  0.53		$  33.64	$  3.66

In the table above:

• Net earnings to common represents net earnings applicable to common shareholders, which is calculated as net earnings less preferred stock dividends.

• Unvested share-based awards that have non-forfeitable rights to dividends or dividend equivalents are treated as a separate class of securities under the two-class method. Distributed earnings allocated to these securities reduce net earnings to common to calculate EPS under this method. The impact of applying this methodology was a reduction in basic EPS of $0.02 for the three months ended June 2021 and $0.04 for the six months ended June 2021, and a reduction in basic and diluted EPS of $0.02 for the three months ended June 2020 and $0.04 for the six months ended June 2020.

• Diluted EPS does not include antidilutive RSUs of approximately 0.1 million for both the three and six months ended June 2021, and 7.5 million for both the three and six months ended June 2020.

Note 22.

Transactions with Affiliated Funds

The firm has formed nonconsolidated investment funds with third-party investors. As the firm generally acts as the investment manager for these funds, it is entitled to receive management fees and, in certain cases, advisory fees or incentive fees from these funds. Additionally, the firm invests alongside the third-party investors in certain funds.

The tables below present information about affiliated funds.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Fees earned from funds		$783	$804		$1,601	$1,725

	As of
$ in millions		June 2021	December 2020
Fees receivable from funds		$  932	$   803
Aggregate carrying value of interests in funds		$5,419	$5,068

The firm may periodically determine to waive certain management fees on selected money market funds to enhance the yield for investors in these funds. Management fees waived were $161 million for the three months ended June 2021

,

$19 million for the three months ended June 2020, $266 million for the six months ended June 2021 and $31 million for the six months ended June 2020.

The Volcker Rule restricts the firm from providing financial support to covered funds (as defined in the rule) after the expiration of the conformance period. As a general matter, in the ordinary course of business, the firm does not expect to provide additional voluntary financial support to any covered funds, but may choose to do so with respect to funds that are not subject to the Volcker Rule. However, any such support is not expected to be material to the results of operations of the firm.

In March 2020, GS Bank USA and unaffiliated entities purchased certificates of deposit and commercial paper from two money market funds managed by the firm. These funds are not covered funds under the Volcker Rule. GS Bank USA’s purchase price of these securities was $1.84 billion, of which 0ne were outstanding as of June 2021 and $321 million were outstanding as of December 2020. These purchases were made to promote liquidity in the short-term credit markets and to increase the funds’ weekly liquid assets. Group Inc. provided a guarantee to GS Bank USA in connection with these securities. See Note 18 for information about guarantees provided by Group Inc. to subsidiaries.

81 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The firm had an outstanding guarantee, as permitted under the Volcker Rule, on behalf of its funds of $87 million as of both June 2021 and December 2020. The firm has voluntarily provided this guarantee in connection with a financing agreement with a third-party lender executed by one of the firm’s real estate funds that is not covered by the Volcker Rule. Except as noted above, the firm has not provided any additional financial support to its affiliated funds during both the six months ended June 2021 and the year ended December 2020.

In addition, in the ordinary course of business, the firm may also engage in other activities with its affiliated funds, including, among others, securities lending, trade execution, market-making, custody, and acquisition and bridge financing. See Note 18 for information about the firm’s investment commitments related to these funds.

Note 23.

Interest Income and Interest Expense

Interest is recorded over the life of the instrument on an accrual basis based on contractual interest rates.

The table below presents sources of interest income and interest expense.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Deposits with banks		$      7		$     18			$      4		$   223
Collateralized agreements		(250	)	(16	)		(431	)	518
Trading assets		1,130		1,257			2,323		2,830
Investments		378		321			885		792
Loans		1,295		1,222			2,515		2,538
Other interest		379		232			697		883
Total interest income		2,939		3,034			5,993		7,784
Deposits		316		659			659		1,477
Collateralized financings		25		72			8		520
Trading liabilities		372		272			745		586
Short-term borrowings		160		158			318		299
Long-term borrowings		741		1,131			1,634		2,236
Other interest		(304	)	(202	)		(482	)	409
Total interest expense		1,310		2,090			2,882		5,527
Net interest income		$1,629		$   944			$3,111		$2,257

In the table above:

• Collateralized agreements includes rebates paid and interest income on securities borrowed.

• Loans excludes interest on loans held for sale that are accounted for at the lower of cost or fair value. Such interest is included within other interest.

• Other interest income includes interest income on customer debit balances, other interest-earning assets and loans held for sale that are accounted for at the lower of cost or fair value.

• Collateralized financings consists of repurchase agreements and securities loaned.

• Short- and long-term borrowings include both secured and unsecured borrowings.

• Other interest expense includes rebates received on other interest-bearing liabilities and interest expense on customer credit balances.

Note 24.

Income Taxes

Provision for Income Taxes

Income taxes are provided for using the asset and liability method under which deferred tax assets and liabilities are recognized for temporary differences between the financial reporting and tax bases of assets and liabilities. The firm reports interest expense related to income tax matters in provision for taxes and income tax penalties in other expenses.

Deferred Income Taxes

Deferred income taxes reflect the net tax effects of temporary differences between the financial reporting and tax bases of assets and liabilities. These temporary differences result in taxable or deductible amounts in future years and are measured using the tax rates and laws that will be in effect when such differences are expected to reverse. Valuation allowances are established to reduce deferred tax assets to the amount that more likely than not will be realized and primarily relate to the ability to utilize losses in various tax jurisdictions. Tax assets are included in other assets and tax liabilities are included in other liabilities.

Unrecognized Tax Benefits

The firm recognizes tax positions in the consolidated financial statements only when it is more likely than not that the position will be sustained on examination by the relevant taxing authority based on the technical merits of the position. A position that meets this standard is measured at the largest amount of benefit that will more likely than not be realized on settlement. A liability is established for differences between positions taken in a tax return and amounts recognized in the consolidated financial statements.

Goldman Sachs June 2021 Form 10-Q 82

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Regulatory Tax Examinations

The firm is subject to examination by the U.S. Internal Revenue Service (IRS) and other taxing authorities in jurisdictions where the firm has significant business operations, such as the United Kingdom, Japan, Hong Kong and various states, such as New York. The tax years under examination vary by jurisdiction. The firm does not expect completion of these audits to have a material impact on the firm’s financial condition, but it may be material to operating results for a particular period, depending, in part, on the operating results for that period.

The table below presents the earliest tax years that remain subject to examination by major jurisdiction.

Jurisdiction	As of June 2021
U.S. Federal	2011
New York State and City	2015
United Kingdom	2017
Japan	2015
Hong Kong	2015

The firm has been accepted into the Compliance Assurance Process program by the IRS for each of the tax years from 2013 through 2021. This program allows the firm to work with the IRS to identify and resolve potential U.S. Federal tax issues before the filing of tax returns. The fieldwork for tax years 2011 through 2017 has been completed and the final resolution is not expected to have a material impact on the effective tax rate. The 2018 and 2019 tax years remain subject to post-filing review. New York State and City examinations of 2015 through 2018 commenced during the first half of 2021.

All years, including and subsequent to the years in the table above, remain open to examination by the taxing authorities. The firm believes that the liability for unrecognized tax benefits it has established is adequate in relation to the potential for additional assessments.

Note 25.

Business Segments

The firm reports its activities in four business segments: Investment Banking, Global Markets, Asset Management and Consumer & Wealth Management. See Note 1 for information about the firm’s business segments.

Compensation and benefits expenses in the firm’s segments reflect, among other factors, the overall performance of the firm, as well as the performance of individual businesses. Consequently,

pre-tax

margins in one segment of the firm’s business may be significantly affected by the performance of the firm’s other business segments.

The firm allocates assets (including allocations of global core liquid assets and cash, secured client financing and other assets), revenues and expenses among the four business segments. Due to the integrated nature of these segments, estimates and judgments are made in allocating certain assets, revenues and expenses. The allocation process is based on the manner in which management currently views the performance of the segments.

The allocation of common shareholders’ equity and preferred stock dividends to each segment is based on the estimated amount of equity required to support the activities of the segment under relevant regulatory capital requirements.

Net earnings for each segment is calculated by applying the firmwide tax rate to each segment’s

pre-tax

earnings.

Management believes that this allocation provides a reasonable representation of each segment’s contribution to consolidated net earnings to common, return on average common equity and total assets. Transactions between segments are based on specific criteria or approximate third-party rates.

83 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Segment Results

The table below presents a summary of the firm’s segment results.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Investment Banking
Non-interest revenues		$  3,485		$  2,664			$  7,156		$  4,710
Net interest income		124		(7	)		224		131
Total net revenues		3,609		2,657			7,380		4,841
Provision for credit losses		(107	)	819			(270	)	1,441
Operating expenses		1,955		2,704			3,818		3,873
Pre-tax earnings/(loss)		$  1,761		$   (866	)		$  3,832		$   (473	)
Net earnings/(loss)		$  1,413		$   (639	)		$  3,111		$   (285	)
Net earnings/(loss) to common		$  1,393		$   (662	)		$  3,072		$   (319	)
Average common equity		$  9,792		$11,070			$10,078		$11,141
Return on average common equity		56.9%		(23.9)%			61.0%		(5.7)%
Global Markets
Non-interest revenues		$  4,158		$  6,547			$11,178		$11,199
Net interest income		742		629			1,303		1,140
Total net revenues		4,900		7,176			12,481		12,339
Provision for credit losses		14		183			(6	)	251
Operating expenses		3,373		5,179			7,558		8,026
Pre-tax earnings		$  1,513		$  1,814			$  4,929		$  4,062
Net earnings		$  1,201		$     419			$  4,002		$  2,442
Net earnings to common		$  1,121		$     305			$  3,851		$  2,269
Average common equity		$44,430		$42,702			$42,741		$40,970
Return on average common equity		10.1%		2.9%			18.0%		11.1%
Asset Management
Non-interest revenues		$  5,014		$  2,176			$  9,445		$  1,909
Net interest income		118		(75	)		301		96
Total net revenues		5,132		2,101			9,746		2,005
Provision for credit losses		(65	)	271			(12	)	350
Operating expenses		1,943		1,332			3,833		2,530
Pre-tax earnings/(loss)		$  3,254		$     498			$  5,925		$   (875	)
Net earnings/(loss)		$  2,620		$     710			$  4,810		$   (526	)
Net earnings/(loss) to common		$  2,592		$     684			$  4,757		$   (566	)
Average common equity		$25,410		$19,322			$25,092		$20,371
Return on average common equity		40.8%		14.2%			37.9%		(5.6)%
Consumer & Wealth Management
Non-interest revenues		$  1,102		$     964			$  2,202		$  1,963
Net interest income		645		397			1,283		890
Total net revenues		1,747		1,361			3,485		2,853
Provision for credit losses		66		317			126		485
Operating expenses		1,369		1,199			2,868		2,443
Pre-tax earnings/(loss)		$    312		$   (155	)		$    491		$     (75	)
Net earnings/(loss)		$    252		$   (117	)		$    399		$     (45	)
Net earnings/(loss) to common		$    241		$   (130	)		$    378		$     (64	)
Average common equity		$10,459		$  7,505			$10,335		$  7,271
Return on average common equity		9.2%		(6.9)%			7.3%		(1.8)%
Total
Non-interest revenues		$13,759		$12,351			$29,981		$19,781
Net interest income		1,629		944			3,111		2,257
Total net revenues		15,388		13,295			33,092		22,038
Provision for credit losses		(92	)	1,590			(162	)	2,527
Operating expenses		8,640		10,414			18,077		16,872
Pre-tax earnings		$  6,840		$  1,291			$15,177		$  2,639
Net earnings		$  5,486		$     373			$12,322		$  1,586
Net earnings to common		$  5,347		$     197			$12,058		$  1,320
Average common equity		$90,091		$80,599			$88,246		$79,753
Return on average common equity		23.7%		1.0%			27.3%		3.3%

In the table above:

• Revenues and expenses directly associated with each segment are included in determining pre-tax earnings.

• Net revenues in the firm’s segments include allocations of interest income and expense to specific positions in relation to the cash generated by, or funding requirements of, such positions. Net interest is included in segment net revenues as it is consistent with how management assesses segment performance.

• Total operating expenses included net provisions for litigation and regulatory proceedings of $2.96 billion for the second quarter of 2020 and $3.14 billion for the first half of 2020, primarily reflected in Investment Banking and Global Markets.

• Overhead expenses not directly allocable to specific segments are allocated ratably based on direct segment expenses.

• The allocation of common equity among the firm’s segments for the second quarter and first half of 2021 reflected updates to the firm’s attributed equity framework (effective January 1, 2021) to incorporate the impact of the SCB rule and the firm’s SCB of 6.6%, which became effective on October 1, 2020 under the Standardized Approach. The average common equity balances above incorporate such impact, as well as the changes in the size and composition of assets held in each of the firm’s segments that occurred during the second quarter and first half of 2021. See Note 20 for information about the firm’s updated SCB, which will become effective on October 1, 2021.

The table below presents depreciation and amortization expense by segment.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Investment Banking		$  46	$  43		$    94	$  82
Global Markets		194	147		362	280
Asset Management		196	213		386	383
Consumer & Wealth Management		84	96		176	191
Total		$520	$499		$1,018	$936

Goldman Sachs June 2021 Form 10-Q 84

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Segment Assets

The table below presents assets by segment.

	As of
$ in millions		June 2021	December 2020
Investment Banking		$     145,836	$   116,242
Global Markets		1,025,631	844,606
Asset Management		96,605	95,751
Consumer & Wealth Management		119,850	106,429
Total		$1,387,922	$1,163,028

The table below presents gross loans by segment and loan type, and allowance for loan losses by segment.

	As of
$ in millions		June 2021		December 2020
Investment Banking
Corporate		$       25,087		$     27,866
Loans, gross		25,087		27,866
Allowance for loan losses		(951	)	(1,322	)
Loans		24,136		26,544
Global Markets
Corporate		15,292		13,248
Real estate		23,008		16,915
Other		5,182		3,499
Loans, gross		43,482		33,662
Allowance for loan losses		(442	)	(448	)
Loans		43,040		33,214
Asset Management
Corporate		7,435		7,545
Real estate		8,678		9,125
Other		704		675
Loans, gross		16,817		17,345
Allowance for loan losses		(749	)	(787	)
Loans		16,068		16,558
Consumer & Wealth Management
Wealth management		39,955		33,023
Installment		3,257		3,823
Credit cards		5,210		4,270
Loans, gross		48,422		41,116
Allowance for loan losses		(1,129	)	(1,317	)
Loans		47,293		39,799
Total
Loans, gross		133,808		119,989
Allowance for loan losses		(3,271	)	(3,874	)
Loans		$     130,537		$   116,115

See Note 9 for further information about loans.

Geographic Information

Due to the highly integrated nature of international financial markets, the firm manages its businesses based on the profitability of the enterprise as a whole. The methodology for allocating profitability to geographic regions is dependent on estimates and management judgment because a significant portion of the firm’s activities require cross-border coordination in order to facilitate the needs of the firm’s clients. Geographic results are generally allocated as follows:

• Investment Banking: location of the client and investment banking team.

• Global Markets: FICC and Equities intermediation: location of the market-making desk; FICC and Equities financing (excluding prime brokerage financing): location of the desk; prime brokerage financing: location of the primary market for the underlying security.

• Asset Management (excluding Equity investments and Lending and debt investments): location of the sales team; Equity investments: location of the investment; Lending and debt investments: location of the client.

• Consumer & Wealth Management: Wealth management: location of the sales team; Consumer banking: location of the client.

The table below presents total net revenues and

pre-tax

earnings by geographic region.

$ in millions	2021		2020
Three Months Ended June
Americas	$  9,957	65%	$  8,289		62%
EMEA	3,478	22%	3,453		26%
Asia	1,953	13%	1,553		12%
Total net revenues	$15,388	100%	$13,295		100%
Americas	$  4,465	65%	$  1,853		143%
EMEA	1,675	25%	566		44%
Asia	700	10%	(1,128	)	(87)%
Total pre-tax earnings	$  6,840	100%	$  1,291		100%
Six Months Ended June
Americas	$20,782	63%	$13,460		61%
EMEA	8,191	25%	5,561		25%
Asia	4,119	12%	3,017		14%
Total net revenues	$33,092	100%	$22,038		100%
Americas	$  9,480	62%	$  2,404		91%
EMEA	4,090	27%	1,002		38%
Asia	1,607	11%	(767	)	(29)%
Total pre-tax earnings	$15,177	100%	$  2,639		100%

In the table above:

• Asia pre-tax earnings for the second quarter of 2020 and first half of 2020 were impacted by net provisions for litigation and regulatory proceedings.

• Substantially all of the amounts in Americas were attributable to the U.S.

• Asia includes Australia and New Zealand.

85 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Note 26.

Credit Concentrations

The firm’s concentrations of credit risk arise from its market making, client facilitation, investing, underwriting, lending and collateralized transactions, and cash management activities, and may be impacted by changes in economic, industry or political factors. These activities expose the firm to many different industries and counterparties, and may also subject the firm to a concentration of credit risk to a particular central bank, counterparty, borrower or issuer, including sovereign issuers, or to a particular clearing house or exchange. The firm seeks to mitigate credit risk by actively monitoring exposures and obtaining collateral from counterparties as deemed appropriate.

The firm measures and monitors its credit exposure based on amounts owed to the firm after taking into account risk mitigants that the firm considers when determining credit risk. Such risk mitigants include netting and collateral arrangements and economic hedges, such as credit derivatives, futures and forward contracts. Netting and collateral agreements permit the firm to offset receivables and payables with such counterparties and/or enable the firm to obtain collateral on an upfront or contingent basis.

The table below presents the credit concentrations included in trading cash instruments and investments.

	As of
$ in millions		June 2021	December 2020
U.S. government and agency obligations		$144,443	$187,009
Percentage of total assets		10.4%	16.1%
Non-U.S. government and agency obligations		$  70,370	$  59,580
Percentage of total assets		5.1%	5.1%

In addition, the firm had $202.20 billion as of June 2021 and $116.63 billion as of December 2020 of cash deposits held at central banks (included in cash and cash equivalents), of which $133.09 billion as of June 2021 and $52.71 billion as of December 2020 was held at the Federal Reserve.

As of both June 2021 and December 2020, the firm did not have credit exposure to any other counterparty that exceeded 2% of total assets.

Collateral obtained by the firm related to derivative assets is principally cash and is held by the firm or a third-party custodian. Collateral obtained by the firm related to resale agreements and securities borrowed transactions is primarily U.S. government and agency obligations and

non-U.S.

government and agency obligations. See Note 11 for further information about collateralized agreements and financings.

The table below presents U.S. government and agency obligations and

non-U.S.

government and agency obligations that collateralize resale agreements and securities borrowed transactions.

	As of
$ in millions		June 2021	December 2020
U.S. government and agency obligations		$86,093	$60,158
Non-U.S. government and agency obligations		$92,458	$68,001

In the table above:

• Non-U.S. government and agency obligations primarily consists of securities issued by the governments of the U.K. and Japan.

• Given that the firm’s primary credit exposure on such transactions is to the counterparty to the transaction, the firm would be exposed to the collateral issuer only in the event of counterparty default.

Note 27.

Legal Proceedings

The firm is involved in a number of judicial, regulatory and arbitration proceedings (including those described below) concerning matters arising in connection with the conduct of the firm’s businesses. Many of these proceedings are in early stages, and many of these cases seek an indeterminate amount of damages.

Under ASC 450, an event is “reasonably possible” if “the chance of the future event or events occurring is more than remote but less than likely” and an event is “remote” if “the chance of the future event or events occurring is slight.” Thus, references to the upper end of the range of reasonably possible loss for cases in which the firm is able to estimate a range of reasonably possible loss mean the upper end of the range of loss for cases for which the firm believes the risk of loss is more than slight.

Goldman Sachs June 2021 Form 10-Q 86

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

With respect to matters described below for which management has been able to estimate a range of reasonably possible loss where (i) actual or potential plaintiffs have claimed an amount of money damages, (ii) the firm is being, or threatened to be, sued by purchasers in a securities offering and is not being indemnified by a party that the firm believes will pay the full amount of any judgment, or (iii) the purchasers are demanding that the firm repurchase securities, management has estimated the upper end of the range of reasonably possible loss based on (a) in the case of (i), the amount of money damages claimed, (b) in the case of (ii), the difference between the initial sales price of the securities that the firm sold in such offering and the estimated lowest subsequent price of such securities prior to the action being commenced and (c) in the case of (iii), the price that purchasers paid for the securities less the estimated value, if any, as of June 2021 of the relevant securities, in each of cases (i), (ii) and (iii), taking into account any other factors believed to be relevant to the particular matter or matters of that type. As of the date hereof, the firm has estimated the upper end of the range of reasonably possible aggregate loss for such matters and for any other matters described below where management has been able to estimate a range of reasonably possible aggregate loss to be approximately $1.8 billion in excess of the aggregate reserves for such matters.

Management is generally unable to estimate a range of reasonably possible loss for matters other than those included in the estimate above, including where (i) actual or potential plaintiffs have not claimed an amount of money damages, except in those instances where management can otherwise determine an appropriate amount, (ii) matters are in early stages, (iii) matters relate to regulatory investigations or reviews, except in those instances where management can otherwise determine an appropriate amount, (iv) there is uncertainty as to the likelihood of a class being certified or the ultimate size of the class, (v) there is uncertainty as to the outcome of pending appeals or motions, (vi) there are significant factual issues to be resolved, and/or (vii) there are novel legal issues presented. For example, the firm’s potential liabilities with respect to the investigations and reviews described below in “Regulatory Investigations and Reviews and Related Litigation” generally are not included in management’s estimate of reasonably possible loss. However, management does not believe, based on currently available information, that the outcomes of such other matters will have a material adverse effect on the firm’s financial condition, though the outcomes could be material to the firm’s operating results for any particular period, depending, in part, upon the operating results for such period. See Note 18 for further information about mortgage-related contingencies.

1MDB-Related Matters

Between 2012 and 2013, subsidiaries of the firm acted as arrangers or purchasers of approximately $6.5 billion of debt securities of 1MDB.

On November 1, 2018, the U.S. Department of Justice (DOJ) unsealed a criminal information and guilty plea by Tim Leissner, a former participating managing director of the firm, and an indictment against Ng Chong Hwa, a former managing director of the firm. On August 28, 2018, Leissner was adjudicated guilty by the U.S. District Court for the Eastern District of New York of conspiring to launder money and to violate the U.S. Foreign Corrupt Practices Act’s (FCPA) anti-bribery and internal accounting controls provisions. Ng was charged with conspiring to launder money and to violate the FCPA’s anti-bribery and internal accounting controls provisions. On May 6, 2019, Ng pleaded not guilty to the DOJ’s criminal charges.

On August 18, 2020, the firm announced that it entered into a settlement agreement with the Government of Malaysia to resolve the criminal and regulatory proceedings in Malaysia involving the firm, which includes a guarantee that the Government of Malaysia receives at least $1.4 billion in assets and proceeds from assets seized by governmental authorities around the world related to 1MDB.

On October 22, 2020, the firm announced that it reached settlements of governmental and regulatory investigations relating to 1MDB with the DOJ, the SEC, the FRB, the NYDFS, the FCA, the PRA, the Singapore Attorney General’s Chambers, the Singapore Commercial Affairs Department, the Monetary Authority of Singapore and the Hong Kong Securities and Futures Commission. Group Inc. entered into a three-year deferred prosecution agreement with the DOJ, in which a charge against the firm, one count of conspiracy to violate the FCPA, was filed and will later be dismissed if the firm abides by the terms of the agreement. In addition, GS Malaysia pleaded guilty to one count of conspiracy to violate the FCPA, and was sentenced on June 9, 2021. In May 2021, the U.S. Department of Labor granted the firm a five-year exemption to maintain its status as a qualified professional asset manager (QPAM).

87 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

The firm has received multiple demands, beginning in November 2018, from alleged shareholders under Section 220 of the Delaware General Corporation Law for books and records relating to, among other things, the firm’s involvement with 1MDB and the firm’s compliance procedures. On December 13, 2019, an alleged shareholder filed a lawsuit in the Court of Chancery of the State of Delaware seeking books and records relating to, among other things, the firm’s involvement with 1MDB and the firm’s compliance procedures. The parties have agreed to stay proceedings pending resolution of the books and records demand.

On February 19, 2019, a purported shareholder derivative action relating to 1MDB was filed in the U.S. District Court for the Southern District of New York against Group Inc. and the directors at the time and a former chairman and chief executive officer of the firm. The second amended complaint filed on November 13, 2020

 

a

lleges breaches of fiduciary duties, including in connection with alleged insider trading by certain current and former directors, unjust enrichment and violations of the anti-fraud provisions of the Exchange Act, including in connection with Group Inc.’s common stock repurchases and solicitation of proxies, and seeks unspecified damages, disgorgement and injunctive relief. Defendants moved to dismiss this action on January 15, 2021.

Beginning in March 2019, the firm has also received demands from three shareholders to investigate and pursue claims against certain current and former directors and executive officers based on their oversight and public disclosures regarding 1MDB and related internal controls. In June 2019, the Board appointed a Special Committee to consider the demands and, in January 2021, the Board voted to reject them. In June 2021, the firm reached a settlement with the three shareholders. Following the Board’s decision to reject the initial three demands, the firm received two additional demands from alleged shareholders (one of which is the alleged shareholder that filed the December 2019 books and records action in Delaware Chancery Court) to investigate and pursue claims related to 1MDB (and, for one of the demands, other matters) against other parties, including certain current and former directors and executive officers of the firm.

On December 20, 2018, a putative securities class action lawsuit was filed in the U.S. District Court for the Southern District of New York against Group Inc. and certain former officers of the firm alleging violations of the anti-fraud provisions of the Exchange Act with respect to Group Inc.’s disclosures and public statements concerning 1MDB and seeking unspecified damages. The plaintiffs filed the second amended complaint on October 28, 2019. On June 28, 2021, the court dismissed the claims against one of the individual defendants but denied the defendants’ motion to dismiss with respect to the firm and the remaining individual defendants.

Mortgage-Related Matters

Beginning in April 2010, a number of purported securities law class actions were filed in the U.S. District Court for the Southern District of New York challenging the adequacy of Group Inc.’s public disclosure of, among other things, the firm’s activities in the collateralized debt obligation market, and the firm’s conflict of interest management.

The consolidated amended complaint filed on July 25, 2011, which named as defendants Group Inc. and certain current and former officers and employees of Group Inc. and its affiliates, generally alleges violations of Sections 10(b) and 20(a) of the Exchange Act and seeks monetary damages. The defendants have moved for summary judgment. On April 7, 2020, the Second Circuit Court of Appeals affirmed the district court’s August 14, 2018 grant of class certification. On June 21, 2021, the United States Supreme Court vacated the judgment of the Second Circuit and remanded the case for further proceedings.

Complaints were filed in the U.S. District Court for the Southern District of New York on July 25, 2019 and May 29, 2020 against Goldman Sachs Mortgage Company and GS Mortgage Securities Corp. by U.S. Bank National Association, as trustee for two residential mortgage-backed securitization trusts that issued $1.7 billion of securities. The complaints generally allege that mortgage loans in the trusts failed to conform to applicable representations and warranties and seek specific performance or, alternatively, compensatory damages and other relief. On November 23, 2020, the court granted in part and denied in part defendants’ motion to dismiss the complaint in the first action and denied defendants’ motion to dismiss the complaint in the second action. On January 14, 2021, amended complaints were filed in both actions.

Goldman Sachs June 2021 Form 10-Q 88

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Currencies-Related Litigation

GS&Co. and Group Inc. are among the defendants named in an action filed in the U.S. District Court for the Southern District of New York on November 7, 2018, and GSI, GSIB, Goldman Sachs Group UK Limited and GS Bank USA are among the defendants in an action filed in the High Court of England and Wales on November 11, 2020, in each case by certain direct purchasers of foreign exchange instruments that opted out of a class settlement reached with, among others, GS&Co. and Group Inc. The third amended complaint in the U.S. district court action, filed on August 3, 2020, generally alleges that the defendants violated federal antitrust law and state common law in connection with an alleged conspiracy to manipulate the foreign currency exchange markets and seeks declaratory and injunctive relief, as well as unspecified amounts of compensatory, punitive, treble and other damages. The claim in the U.K. action is for breaches of U.K. and E.U. competition rules from 2003 to 2013 and alleges manipulation of foreign exchange rates and bid/offer spreads, the exchange of commercially sensitive information among defendants and collusive trading.

Banco Espirito Santo S.A. and Oak Finance

Beginning in February 2015, GSI commenced actions against Novo Banco S.A. (Novo Banco) in the English Commercial Court and the Bank of Portugal (BoP) in Portuguese Administrative Court in response to BoP’s decision in December 2014 not to transfer to Novo Banco an $835 million facility agreement (the Facility), structured by GSI, between Oak Finance Luxembourg S.A. (Oak Finance), a special purpose vehicle formed in connection with the Facility, and Banco Espirito Santo S.A. (BES) prior to the failure of BES. In July 2018, the English Supreme Court found that the English courts did not have jurisdiction over GSI’s action. In July 2018, the Liquidation Committee for BES issued a decision seeking to claw back $54 million paid to GSI and $50 million paid to Oak Finance in connection with the Facility, alleging that GSI acted in bad faith in extending the Facility, including because GSI allegedly knew that BES was at risk of imminent failure. GSI has also issued a claim against the Portuguese State seeking compensation for losses related to the failure of BES, including a contingent claim for the $104 million sought by the Liquidation Committee.

Financial Advisory Services

Group Inc. and certain of its affiliates are from time to time parties to various civil litigation and arbitration proceedings and other disputes with clients and third parties relating to the firm’s financial advisory activities. These claims generally seek, among other things, compensatory damages and, in some cases, punitive damages, and in certain cases allege that the firm did not appropriately disclose or deal with conflicts of interest.

Underwriting Litigation

Firm affiliates are among the defendants in a number of proceedings in connection with securities offerings. In these proceedings, including those described below, the plaintiffs assert class action or individual claims under federal and state securities laws and in some cases other applicable laws, allege that the offering documents for the securities that they purchased contained material misstatements and omissions, and generally seek compensatory and rescissory damages in unspecified amounts. Certain of these proceedings involve additional allegations.

Altice USA, Inc.

GS&Co. is among the underwriters named as defendants in putative securities class actions pending in New York Supreme Court, County of Queens, and the U.S. District Court for the Eastern District of New York beginning in June 2018, relating to Altice USA, Inc.’s (Altice) $2.15 billion June 2017 initial public offering. In addition to the underwriters, the defendants include Altice and certain of its officers and directors. GS&Co. underwrote 12,280,042 shares of common stock representing an aggregate offering price of approximately $368 million. On June 26, 2020, the court dismissed the amended complaint in the state court action, and on September 4, 2020, plaintiffs moved for leave to file a consolidated amended complaint. Plaintiffs in the district court action filed a second amended complaint on October 7, 2020. On February 16, 2021, the parties reached a settlement in principle. Under the terms of the settlement in principle, the firm will not be required to contribute to the settlement.

89 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Alnylam Pharmaceuticals, Inc.

GS&Co. is among the underwriters named as defendants in a putative securities class action filed on September 12, 2019 in New York Supreme Court, County of New York, relating to Alnylam Pharmaceuticals, Inc.’s (Alnylam) $805 million November 2017 public offering of common stock. In addition to the underwriters, the defendants include Alnylam and certain of its officers and directors. GS&Co. underwrote 2,576,000 shares of common stock representing an aggregate offering price of approximately $322 million. On October 30, 2020, the court denied the defendants’ motion to dismiss the amended complaint filed on November 7, 2019. On February 22, 2021, the plaintiffs moved for class certification. On April 29, 2021, the Appellate Division of the Supreme Court of the State of New York for the First Department denied defendants’ appeal of the New York Supreme Court’s denial of the defendants’ motion to dismiss the amended complaint, except with respect to one of the plaintiffs’ claims against Alnylam’s officers and directors.

Uber Technologies, Inc.

GS&Co. is among the underwriters named as defendants in several putative securities class actions filed beginning in September 2019 in California Superior Court, County of San Francisco and the U.S. District Court for the Northern District of California, relating to Uber Technologies, Inc.’s (Uber) $8.1 billion May 2019 initial public offering. In addition to the underwriters, the defendants include Uber and certain of its officers and directors. GS&Co. underwrote 35,864,408 shares of common stock representing an aggregate offering price of approximately $1.6 billion. On November 16, 2020, the court in the state court action granted defendants’ motion to dismiss the consolidated amended complaint filed on February 11, 2020, and on December 16, 2020, plaintiffs appealed. On August 7, 2020, defendants’ motion to dismiss the district court action was denied. On September 25, 2020, the plaintiffs in the district court action moved for class certification. On December 5, 2020, the plaintiffs in the state court action filed a complaint in the district court, which was consolidated with the existing district court action on January 25, 2021. On May 14, 2021, the plaintiffs filed a second amended complaint in the district court, and on June 28, 2021, defendants filed a motion to dismiss the second amended complaint.

Venator Materials PLC.

GS&Co. is among the underwriters named as defendants in putative securities class actions in Texas District Court, Dallas County, New York Supreme Court, New York County, and the U.S. District Court for the Southern District of Texas, filed beginning in February 2019, relating to Venator Materials PLC’s (Venator) $522 million August 2017 initial public offering and $534 million December 2017 secondary equity offering. In addition to the underwriters, the defendants include Venator, certain of its officers and directors and certain of its shareholders. GS&Co. underwrote 6,351,347 shares of common stock in the August 2017 initial public offering representing an aggregate offering price of approximately $127 million and 5,625,768 shares of common stock in the December 2017 secondary equity offering representing an aggregate offering price of approximately $127 million. On January 21, 2020, the Texas Court of Appeals reversed the Texas District Court and dismissed the claims against the underwriter defendants, including GS&Co., in the Texas state court action for lack of personal jurisdiction. On March 22, 2021, the defendants’ motion to dismiss the New York state court action was granted and the plaintiffs have filed a notice of appeal. On July 7, 2021, the court in the federal action granted in part and denied in part defendants’ motion to dismiss the consolidated complaint.

XP Inc.

GS&Co. is among the underwriters named as defendants in putative securities class actions pending in New York Supreme Court, County of New York, and the U.S. District Court for the Eastern District of York, filed beginning March 19, 2020, relating to XP Inc.’s (XP) $2.3 billion December 2019 initial public offering. In addition to the underwriters, the defendants include XP, certain of its officers and directors and certain of its shareholders. GS&Co. underwrote 19,326,218 shares of common stock in the December 2019 initial public offering representing an aggregate offering price of approximately $522 million. On August 5, 2020, defendants’ motion to stay the state court action in favor of the federal court action was denied. On February 8, 2021, the state court granted the defendants’ motion to dismiss the state court action, and on March 7, 2021, the district court granted the defendants’ motion to dismiss the federal court action. On April 7, 2021, plaintiffs in the district court action appealed to the Second Circuit Court of Appeals.

Goldman Sachs June 2021 Form 10-Q 90

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

GoHealth, Inc.

GS&Co. is among the underwriters named as defendants in putative securities class actions filed beginning on September 21, 2020 and consolidated in the U.S. District Court for the Northern District of Illinois relating to GoHealth, Inc.’s (GoHealth) $914 million July 2020 initial public offering. In addition to the underwriters, the defendants include GoHealth, certain of its officers and directors and certain of its shareholders. GS&Co. underwrote 11,540,550 shares of common stock representing an aggregate offering price of approximately $242 million. On February 25, 2021, the plaintiffs filed a consolidated complaint. On April 26, 2021, the defendants filed a motion to dismiss the consolidated complaint.

Root, Inc.

GS&Co. is among the underwriters named as defendants in a putative securities class action filed on March 25, 2021 in the U.S. District Court for the Southern District of Ohio, relating to Root, Inc.’s (Root) $724 million October 2020 initial public offering of common stock. In addition to the underwriters, the defendants include Root and certain of its officers and directors. GS&Co. underwrote 9,406,891 shares of common stock representing an aggregate offering price of approximately $254 million. On May 12, 2021, plaintiffs voluntarily dismissed their claims without prejudice.

Array Technologies, Inc.

GS&Co. is among the underwriters named as defendants in a putative securities class action filed on May 14, 2021 in the U.S. District Court for the Southern District of New York, relating to Array Technologies, Inc.’s (Array) $1.2 billion October 2020 initial public offering of common stock, $1.3 billion December 2020 offering of common stock and $993 million March 2021 offering of common stock. In addition to the underwriters, the defendants include Array and certain of its officers and directors. GS&Co. underwrote an aggregate of 31,912,213 shares of common stock in the three offerings representing an aggregate offering price of approximately $877 million.

ContextLogic, Inc.

GS&Co. is among the underwriters named as defendants in two putative securities class actions filed on May 17, 2021 and May 25, 2021, respectively, in the U.S. District Court for the Northern District of California, relating to ContextLogic, Inc.’s (ContextLogic) $1.1 billion December 2020 initial public offering of common stock. In addition to the underwriters, the defendants include ContextLogic and certain of its officers and directors. GS&Co. underwrote 16,169,000 shares of common stock representing an aggregate offering price of approximately $388 million.

DiDi Global Inc.

Goldman Sachs (Asia) L.L.C. is among the underwriters named as defendants in two putative securities class actions filed on July 6, 2021 in the U.S. District Courts for the Southern District of New York and the Central District of California relating to DiDi Global Inc.’s (DiDi) $4.4 billion June 2021 initial public offering of American Depositary Shares (ADS). In addition to the underwriters, the defendants include DiDi and certain of its officers and directors. Goldman Sachs (Asia) L.L.C. underwrote 104,554,000 ADS representing an aggregate offering price of approximately $1.5 billion. On July 9, 2021, plaintiffs in the California district court action filed an amended complaint.

Investment Management Services

Group Inc. and certain of its affiliates are parties to various civil litigation and arbitration proceedings and other disputes with clients relating to losses allegedly sustained as a result of the firm’s investment management services. These claims generally seek, among other things, restitution or other compensatory damages and, in some cases, punitive damages.

Securities Lending Antitrust Litigation

Group Inc. and GS&Co. are among the defendants named in a putative antitrust class action and three individual actions relating to securities lending practices filed in the U.S. District Court for the Southern District of New York beginning in August 2017. The complaints generally assert claims under federal and state antitrust law and state common law in connection with an alleged conspiracy among the defendants to preclude the development of electronic platforms for securities lending transactions. The individual complaints also assert claims for tortious interference with business relations and under state trade practices law and, in the second and third individual actions, unjust enrichment under state common law. The complaints seek declaratory and injunctive relief, as well as unspecified amounts of compensatory, treble, punitive and other damages. Group Inc. was voluntarily dismissed from the putative class action on January 26, 2018. Defendants’ motion to dismiss the class action complaint was denied on September 27, 2018. Defendants moved to dismiss the second individual action on December 21, 2018. In June 2019, the third individual action was consolidated with the second individual action. After that consolidation, the court ordered that the pending motion to dismiss in the second individual action apply to the newly consolidated matter. Defendants’ motion to dismiss the first individual action was granted on August 7, 2019. The plaintiffs in the putative class action moved for class certification on February 22, 2021.

91 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Interest Rate Swap Antitrust Litigation

Group Inc., GS&Co., GSI, GS Bank USA and Goldman Sachs Financial Markets, L.P. are among the defendants named in a putative antitrust class action relating to the trading of interest rate swaps, filed in November 2015 and consolidated in the U.S. District Court for the Southern District of New York. The same Goldman Sachs entities also are among the defendants named in two antitrust actions relating to the trading of interest rate swaps, commenced in April 2016 and June 2018, respectively, in the U.S. District Court for the Southern District of New York by three operators of swap execution facilities and certain of their affiliates. These actions have been consolidated for pretrial proceedings. The complaints generally assert claims under federal antitrust law and state common law in connection with an alleged conspiracy among the defendants to preclude exchange trading of interest rate swaps. The complaints in the individual actions also assert claims under state antitrust law. The complaints seek declaratory and injunctive relief, as well as treble damages in an unspecified amount. Defendants moved to dismiss the class and the first individual action and the district court dismissed the state common law claims asserted by the plaintiffs in the first individual action and otherwise limited the state common law claim in the putative class action and the antitrust claims in both actions to the period from 2013 to 2016. On November 20, 2018, the court granted in part and denied in part the defendants’ motion to dismiss the second individual action, dismissing the state common law claims for unjust enrichment and tortious interference, but denying dismissal of the federal and state antitrust claims. On March 13, 2019, the court denied the plaintiffs’ motion in the putative class action to amend their complaint to add allegations related to 2008-2012 conduct, but granted the motion to add limited allegations from 2013-2016, which the plaintiffs added in a fourth consolidated amended complaint filed on March 22, 2019. The plaintiffs in the putative class action moved for class certification on March 7, 2019.

Variable Rate Demand Obligations Antitrust Litigation

GS&Co. is among the defendants named in a putative class action relating to variable rate demand obligations (VRDOs), filed beginning in February 2019 under separate complaints and consolidated in the U.S. District Court for the Southern District of New York. The consolidated amended complaint, filed on May 31, 2019, generally asserts claims under federal antitrust law and state common law in connection with an alleged conspiracy among the defendants to manipulate the market for VRDOs. The complaint seeks declaratory and injunctive relief, as well as unspecified amounts of compensatory, treble and other damages. On November 2, 2020, the court granted in part and denied in part the defendants’ motion to dismiss, dismissing the state common law claims against GS&Co., but denying dismissal of the federal antitrust law claims.

GS&Co. is also among the defendants named in a related putative class action filed on June 2, 2021 in the U.S. District Court for the Southern District of New York. The complaint alleges the same conspiracy in the market for VRDOs as that alleged in the consolidated amended complaint filed on May 31, 2019, and asserts federal antitrust law, state law and state common law claims against the defendants. The complaint seeks declaratory and injunctive relief, as well as unspecified amounts of compensatory, treble and other damages. On July

 26,

 2021, plaintiffs in the May 31, 2019 action sought leave to file an amended complaint consolidating the two actions.

Commodities-Related Litigation

GSI is among the defendants named in putative class actions relating to trading in platinum and palladium, filed beginning on November 25, 2014 and most recently amended on May 15, 2017, in the U.S. District Court for the Southern District of New York. The amended complaint generally alleges that the defendants violated federal antitrust laws and the Commodity Exchange Act in connection with an alleged conspiracy to manipulate a benchmark for physical platinum and palladium prices and seek declaratory and injunctive relief, as well as treble damages in an unspecified amount. On March 29, 2020, the court granted the defendants’ motions to dismiss and for reconsideration, resulting in the dismissal of all claims. On April 27, 2020, plaintiffs appealed to the Second Circuit Court of Appeals.

Goldman Sachs June 2021 Form 10-Q 92

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

GS&Co., GSI, J. Aron & Company and Metro International Trade Services (Metro), a previously consolidated subsidiary of Group Inc. that was sold in the fourth quarter of 2014, are among the defendants in a number of putative class and individual actions filed beginning on August 1, 2013 and consolidated in the U.S. District Court for the Southern District of New York. The complaints generally allege violations of federal antitrust laws and state laws in connection with the storage of aluminum and aluminum trading. The complaints seek declaratory, injunctive and other equitable relief, as well as unspecified monetary damages, including treble damages. In December 2016, the district court granted defendants’ motions to dismiss and on August 27, 2019, the Second Circuit vacated the district court’s dismissals and remanded the case to district court for further proceedings. On July 23, 2020, the district court denied the class plaintiffs’ motion for class certification, and on December 16, 2020 the Second Circuit denied leave to appeal the denial. On February 17, 2021, the district court granted defendants’ motion for summary judgment with respect to the claims of most of the individual plaintiffs. On April 14, 2021, the plaintiffs appealed to the Second Circuit Court of Appeals.

Group Inc., GS&Co., GSI, J. Aron & Company and Metro are among the defendants in an action filed on February 27, 2020 in the High Court of Justice, Business and Property Courts of England and Wales. The particulars of claim seeks unspecified compensatory and exemplary damages based on alleged violations of U.K. and E.U. competition laws in connection with the storage and trading of aluminum. On May 21, 2021, the parties entered into a settlement agreement. The firm has paid the full amount of its contribution to the settlement. All proceedings against the firm were dismissed on June 4, 2021.

In connection with the sale of Metro, the firm agreed to provide indemnities to the buyer, including for any potential liabilities for legal or regulatory proceedings arising out of the conduct of Metro’s business while the firm owned it.

U.S. Treasury Securities Litigation

GS&Co. is among the primary dealers named as defendants in several putative class actions relating to the market for U.S. Treasury securities, filed beginning in July 2015 and consolidated in the U.S. District Court for the Southern District of New York. GS&Co. is also among the primary dealers named as defendants in a similar individual action filed in the U.S. District Court for the Southern District of New York on August 25, 2017. The consolidated class action complaint, filed on December 29, 2017, generally alleges that the defendants violated antitrust laws in connection with an alleged conspiracy to manipulate the when-issued market and auctions for U.S. Treasury securities and that certain defendants, including GS&Co., colluded to preclude trading of U.S. Treasury securities on electronic trading platforms in order to impede competition in the bidding process. The individual action alleges a similar conspiracy regarding manipulation of the when-issued market and auctions, as well as related futures and options in violation of the Commodity Exchange Act. The complaints seek declaratory and injunctive relief, treble damages in an unspecified amount and restitution. Defendants’ motion to dismiss was granted on March 31, 2021. On May 14, 2021, plaintiffs filed an amended complaint. On June 14, 2021, defendants filed a motion to dismiss the amended complaint.

Corporate Bonds Antitrust Litigation

Group Inc. and GS&Co. are among the dealers named as defendants in a putative class action relating to the secondary market for

odd-lot

corporate bonds, filed on April 21, 2020 in the U.S. District Court for the Southern District of New York. The amended consolidated complaint, filed on October 29, 2020, asserts claims under federal antitrust law in connection with alleged anti-competitive conduct by the defendants in the secondary market for

odd-lots

of corporate bonds, and seeks declaratory and injunctive relief, as well as unspecified monetary damages, including treble and punitive damages and restitution. Defendants moved to dismiss on December 15, 2020.

Credit Default Swap Antitrust Litigation

Group Inc., GS&Co. and GSI are among the defendants named in a putative antitrust class action relating to the settlement of credit default swaps, filed on June 30, 2021 in the U.S. District Court for the District of New Mexico. The complaint generally asserts claims under federal antitrust law and the Commodity Exchange Act in connection with an alleged conspiracy among the defendants to manipulate the benchmark price used to value credit default swaps for settlement. The complaint also asserts a claim for unjust enrichment under state common law. The complaint seeks declaratory and injunctive relief, as well as unspecified amounts of treble and other damages.

93 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

(Unaudited)

Employment-Related Matters

On September 15, 2010, a putative class action was filed in the U.S. District Court for the Southern District of New York by three female former employees. The complaint, as subsequently amended, alleges that Group Inc. and GS&Co. have systematically discriminated against female employees in respect of compensation, promotion and performance evaluations. The complaint alleges a class consisting of all female employees employed at specified levels in specified areas by Group Inc. and GS&Co. since July 2002, and asserts claims under federal and New York City discrimination laws. The complaint seeks class action status, injunctive relief and unspecified amounts of compensatory, punitive and other damages.

On March 30, 2018, the district court certified a damages class as to the plaintiffs’ disparate impact and treatment claims. On September 4, 2018, the Second Circuit Court of Appeals denied defendants’ petition for interlocutory review of the district court’s class certification decision and subsequently denied defendants’ petition for rehearing. On September 27, 2018, plaintiffs advised the district court that they would not seek to certify a class for injunctive and declaratory relief. On March 26, 2020, the Magistrate Judge in the district court granted in part a motion to compel arbitration as to class members who are parties to certain agreements with Group Inc. and/or GS&Co. in which they agreed to arbitrate employment-related disputes. On April 16, 2020, plaintiffs submitted objections to the Magistrate Judge’s order and defendants submitted conditional objections in the event that the district judge overturns any portion of the Magistrate Judge’s order.

Regulatory Investigations and Reviews and Related Litigation

Group Inc. and certain of its affiliates are subject to a number of other investigations and reviews by, and in some cases have received subpoenas and requests for documents and information from, various governmental and regulatory bodies and self-regulatory organizations and litigation and shareholder requests relating to various matters relating to the firm’s businesses and operations, including:

• The securities offering process and underwriting practices;

• The firm’s investment management and financial advisory services;

• Conflicts of interest;

• Research practices, including research independence and interactions between research analysts and other firm personnel, including investment banking personnel, as well as third parties;

• Transactions involving government-related financings and other matters, municipal securities, including wall-cross procedures and conflict of interest disclosure with respect to state and municipal clients, the trading and structuring of municipal derivative instruments in connection with municipal offerings, political contribution rules, municipal advisory services and the possible impact of credit default swap transactions on municipal issuers;

• Consumer lending, as well as residential mortgage lending, servicing and securitization, and compliance with related consumer laws;

• The offering, auction, sales, trading and clearance of corporate and government securities, currencies, commodities and other financial products and related sales and other communications and activities, as well as the firm’s supervision and controls relating to such activities, including compliance with applicable short sale rules, algorithmic, high-frequency and quantitative trading, the firm’s U.S. alternative trading system (dark pool), futures trading, options trading, when-issued trading, transaction reporting, technology systems and controls, securities lending practices, prime brokerage activities, trading and clearance of credit derivative instruments and interest rate swaps, commodities activities and metals storage, private placement practices, allocations of and trading in securities, and trading activities and communications in connection with the establishment of benchmark rates, such as currency rates;

• Compliance with the FCPA;

• The firm’s hiring and compensation practices;

• The firm’s system of risk management and controls; and

• Insider trading, the potential misuse and dissemination of material nonpublic information regarding corporate and governmental developments and the effectiveness of the firm’s insider trading controls and information barriers.

The firm is cooperating with all such governmental and regulatory investigations and reviews.

Goldman Sachs June 2021 Form 10-Q 94

Report of Independent Registered Public Accounting Firm

To the Board of Directors and the Shareholders of The Goldman Sachs Group, Inc.:

Results of Review of Interim Financial Statements

We have reviewed the accompanying consolidated balance sheet of The Goldman Sachs Group, Inc. and its subsidiaries (the Company) as of June 30, 2021, the related consolidated statements of earnings, comprehensive income and changes in shareholders’ equity for the three and six month periods ended June 30, 2021 and 2020, and the consolidated statements of cash flows for the six month periods ended June 30, 2021 and 2020, including the related notes (collectively referred to as the “interim financial statements”). Based on our reviews, we are not aware of any material modifications that should be made to the accompanying interim financial statements for them to be in conformity with accounting principles generally accepted in the United States of America.

We have previously audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheet of the Company as of December 31, 2020, and the related consolidated statements of earnings, comprehensive income, changes in shareholders’ equity and cash flows for the year then ended (not presented herein), and in our report dated February 19, 2021, which included a paragraph describing a change in the manner of accounting for credit losses on certain financial instruments in the 2020 consolidated financial statements, we expressed an unqualified opinion on those consolidated financial statements. In our opinion, the information set forth in the accompanying consolidated balance sheet as of December 31, 2020 is fairly stated in all material respects in relation to the consolidated balance sheet from which it has been derived.

Basis for Review Results

These interim financial statements are the responsibility of the Company’s management. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB. We conducted our review in accordance with the standards of the PCAOB. A review of interim financial information consists principally of applying analytical procedures and making inquiries of persons responsible for financial and accounting matters. It is substantially less in scope than an audit conducted in accordance with the standards of the PCAOB, the objective of which is the expression of an opinion regarding the financial statements taken as a whole. Accordingly, we do not express such an opinion.

/s/ PricewaterhouseCoopers LLP

New York, New York

August 3, 2021

95 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Statistical Disclosures

Distribution of Assets, Liabilities and Shareholders’ Equity

The tables below present information about average balances, interest and average interest rates.

	Average Balance for the
	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Assets
U.S.		$  108,501	$    68,836		$    93,707	$    55,042
Non-U.S.		86,395	78,397		82,644	66,250
Total deposits with banks		194,896	147,233		176,351	121,292
U.S.		209,228	137,881		191,728	137,493
Non-U.S.		142,133	126,256		125,768	124,737
Total collateralized agreements		351,361	264,137		317,496	262,230
U.S.		166,787	195,616		177,936	195,735
Non-U.S.		141,406	108,210		135,798	112,849
Total trading assets		308,193	303,826		313,734	308,584
U.S.		69,850	53,806		69,484	48,892
Non-U.S.		18,756	16,456		18,661	16,946
Total investments		88,606	70,262		88,145	65,838
U.S.		102,168	104,032		98,634	96,283
Non-U.S.		21,506	19,518		21,281	18,292
Total loans		123,674	123,550		119,915	114,575
U.S.		97,019	54,734		91,007	52,811
Non-U.S.		51,737	46,512		54,103	45,041
Total other interest-earning assets		148,756	101,246		145,110	97,852
Total interest-earning assets		1,215,486	1,010,254		1,160,751	970,371
Cash and due from banks		13,037	9,414		11,807	10,823
Other non-interest-earning assets		128,504	116,468		130,608	111,207
Total assets		$1,357,027	$1,136,136		$1,303,166	$1,092,401
Liabilities
U.S.		$  218,196	$  192,569		$  209,996	$  173,170
Non-U.S.		75,841	55,320		69,167	50,369
Total interest-bearing deposits		294,037	247,889		279,163	223,539
U.S.		105,444	66,702		104,097	77,463
Non-U.S.		73,170	35,626		61,417	36,255
Total collateralized financings		178,614	102,328		165,514	113,718
U.S.		73,941	47,826		73,159	37,726
Non-U.S.		77,696	53,606		71,420	50,777
Total trading liabilities		151,637	101,432		144,579	88,503
U.S.		35,054	37,295		35,388	35,767
Non-U.S.		37,468	20,688		36,202	19,544
Total short-term borrowings		72,522	57,983		71,590	55,311
U.S.		214,605	204,734		207,155	200,898
Non-U.S.		29,062	32,739		28,736	30,017
Total long-term borrowings		243,667	237,473		235,891	230,915
U.S.		134,723	140,803		129,552	134,544
Non-U.S.		83,493	64,021		79,685	64,861
Total other interest-bearing liabilities		218,216	204,824		209,237	199,405
Total interest-bearing liabilities		1,158,693	951,929		1,105,974	911,391
Non-interest-bearing deposits		6,046	6,406		6,271	6,365
Other non-interest-bearing liabilities		92,994	85,999		93,186	83,689
Total liabilities		1,257,733	1,044,334		1,205,431	1,001,445
Shareholders’ equity
Preferred stock		9,203	11,203		9,489	11,203
Common stock		90,091	80,599		88,246	79,753
Total shareholders’ equity		99,294	91,802		97,735	90,956
Total liabilities and shareholders’ equity		$1,357,027	$1,136,136		$1,303,166	$1,092,401
Percentage attributable to non-U.S. operations
Interest-earning assets		38.00%	39.13%		37.76%	39.58%
Interest-bearing liabilities		32.51%	27.52%		31.34%	27.63%

	Interest for the
	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Assets
U.S.		$    31		$     26			$    55		$   177
Non-U.S.		(24	)	(8	)		(51	)	46
Total deposits with banks		7		18			4		223
U.S.		(87	)	13			(169	)	453
Non-U.S.		(163	)	(29	)		(262	)	65
Total collateralized agreements		(250	)	(16	)		(431	)	518
U.S.		646		921			1,438		1,988
Non-U.S.		484		336			885		842
Total trading assets		1,130		1,257			2,323		2,830
U.S.		226		231			582		565
Non-U.S.		152		90			303		227
Total investments		378		321			885		792
U.S.		1,063		1,021			2,076		2,144
Non-U.S.		232		201			439		394
Total loans		1,295		1,222			2,515		2,538
U.S.		320		187			580		640
Non-U.S.		59		45			117		243
Total other interest-earning assets		379		232			697		883
Total interest-earning assets		$2,939		$3,034			$5,993		$7,784
Liabilities
U.S.		$  266		$   532			$  557		$1,217
Non-U.S.		50		127			102		260
Total interest-bearing deposits		316		659			659		1,477
U.S.		47		57			59		457
Non-U.S.		(22	)	15			(51	)	63
Total collateralized financings		25		72			8		520
U.S.		116		122			265		227
Non-U.S.		256		150			480		359
Total trading liabilities		372		272			745		586
U.S.		144		146			288		281
Non-U.S.		16		12			30		18
Total short-term borrowings		160		158			318		299
U.S.		722		1,100			1,590		2,174
Non-U.S.		19		31			44		62
Total long-term borrowings		741		1,131			1,634		2,236
U.S.		(263	)	(187	)		(420	)	265
Non-U.S.		(41	)	(15	)		(62	)	144
Total other interest-bearing liabilities		(304	)	(202	)		(482	)	409
Total interest-bearing liabilities		$1,310		$2,090			$2,882		$5,527
Net interest income
U.S.		$1,167		$   629			$2,223		$1,346
Non-U.S.		462		315			888		911
Net interest income		$1,629		$   944			$3,111		$2,257

Goldman Sachs June 2021 Form 10-Q 96

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Statistical Disclosures

	Annualized Average Rate for the
	Three Months Ended June			Six Months Ended June
		2021	2020		2021	2020
Assets
U.S.		0.11%	0.15%		0.12%	0.65%
Non-U.S.		(0.11)%	(0.04)%		(0.12)%	0.14%
Total deposits with banks		0.01%	0.05%		0.00%	0.37%
U.S.		(0.17)%	0.04%		(0.18)%	0.66%
Non-U.S.		(0.46)%	(0.09)%		(0.42)%	0.10%
Total collateralized agreements		(0.29)%	(0.02)%		(0.27)%	0.40%
U.S.		1.55%	1.89%		1.63%	2.04%
Non-U.S.		1.37%	1.25%		1.31%	1.50%
Total trading assets		1.47%	1.66%		1.49%	1.84%
U.S.		1.30%	1.73%		1.69%	2.32%
Non-U.S.		3.25%	2.20%		3.27%	2.69%
Total investments		1.71%	1.84%		2.02%	2.42%
U.S.		4.17%	3.95%		4.24%	4.48%
Non-U.S.		4.33%	4.14%		4.16%	4.33%
Total loans		4.20%	3.98%		4.23%	4.45%
U.S.		1.32%	1.37%		1.29%	2.44%
Non-U.S.		0.46%	0.39%		0.44%	1.08%
Total other interest-earning assets		1.02%	0.92%		0.97%	1.81%
Total interest-earning assets		0.97%	1.21%		1.04%	1.61%
Liabilities
U.S.		0.49%	1.11%		0.53%	1.41%
Non-U.S.		0.26%	0.92%		0.30%	1.04%
Total interest-bearing deposits		0.43%	1.07%		0.48%	1.33%
U.S.		0.18%	0.34%		0.11%	1.19%
Non-U.S.		(0.12)%	0.17%		(0.17)%	0.35%
Total collateralized financings		0.06%	0.28%		0.01%	0.92%
U.S.		0.63%	1.03%		0.73%	1.21%
Non-U.S.		1.32%	1.13%		1.36%	1.42%
Total trading liabilities		0.98%	1.08%		1.04%	1.33%
U.S.		1.65%	1.57%		1.64%	1.58%
Non-U.S.		0.17%	0.23%		0.17%	0.19%
Total short-term borrowings		0.88%	1.10%		0.90%	1.09%
U.S.		1.35%	2.16%		1.55%	2.18%
Non-U.S.		0.26%	0.38%		0.31%	0.42%
Total long-term borrowings		1.22%	1.92%		1.40%	1.95%
U.S.		(0.78)%	(0.53)%		(0.65)%	0.40%
Non-U.S.		(0.20)%	(0.09)%		(0.16)%	0.45%
Total other interest-bearing liabilities		(0.56)%	(0.40)%		(0.46)%	0.41%
Total interest-bearing liabilities		0.45%	0.88%		0.53%	1.22%
Interest rate spread		0.52%	0.33%		0.51%	0.39%
U.S.		0.62%	0.41%		0.62%	0.46%
Non-U.S.		0.40%	0.32%		0.41%	0.48%
Net yield on interest-earning assets		0.54%	0.38%		0.54%	0.47%

In the tables above:

• Assets, liabilities and interest are classified as U.S. and non-U.S. based on the location of the legal entity in which the assets and liabilities are held.

• Derivative instruments and commodities are included in other non-interest-earning assets and other non-interest-bearing liabilities.

• Total other interest-earning assets primarily consists of receivables from customers and counterparties.

• Collateralized financings consists of securities sold under agreements to repurchase and securities loaned.

• Substantially all of the total other interest-bearing liabilities consists of payables to customers and counterparties.

• Interest rates for borrowings include the effects of interest rate swaps accounted for as hedges.

• Total loans exclude loans held for sale that are accounted for at the lower of cost or fair value. Such loans are included within other interest-earning assets.

• Total short- and long-term borrowings include both secured and unsecured borrowings.

97 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Item 2.    Management’s Discussion and Analysis of Financial Condition and Results of Operations

Introduction

The Goldman Sachs Group, Inc. (Group Inc. or parent company), a Delaware corporation, together with its consolidated subsidiaries, is a leading global financial institution that delivers a broad range of financial services across investment banking, securities, investment management and consumer banking to a large and diversified client base that includes corporations, financial institutions, governments and individuals. Founded in 1869, we are headquartered in New York and maintain offices in all major financial centers around the world. We report our activities in four business segments: Investment Banking, Global Markets, Asset Management, and Consumer & Wealth Management. See “Results of Operations” for further information about our business segments.

When we use the terms “we,” “us” and “our,” we mean Group Inc. and its consolidated subsidiaries. When we use the term “our subsidiaries,” we mean the consolidated subsidiaries of Group Inc.

This Management’s Discussion and Analysis of Financial Condition and Results of Operations should be read in conjunction with our Annual Report on

Form 10-K

for the year ended December 31, 2020. References to “the 2020

Form 10-K”

are to our Annual Report on

Form 10-K

for the year ended December 31, 2020. References to “this

Form 10-Q”

are to our Quarterly Report on

Form 10-Q

for the quarterly period ended June 30, 2021. All references to “the consolidated financial statements” or “Statistical Disclosures” are to Part I, Item 1 of this

Form 10-Q.

The consolidated financial statements are unaudited. All references to June 2021, March 2021 and June 2020 refer to our periods ended, or the dates, as the context requires, June 30, 2021, March 31, 2021 and June 30, 2020, respectively. All references to December 2020 refer to the date December 31, 2020. Any reference to a future year refers to a year ending on December 31 of that year. Certain reclassifications have been made to previously reported amounts to conform to the current presentation.

Executive Overview

Three Months Ended June 2021 versus June 2020.

We generated net earnings of $5.49 billion for the second quarter of 2021, significantly higher compared with $373 million for the second quarter of 2020. Diluted earnings per common share (EPS) was $15.02 for the second quarter of 2021, significantly higher compared with $0.53 for the second quarter of 2020. Annualized return on average common shareholders’ equity (ROE) was 23.7% for the second quarter of 2021, compared with 1.0% for the second quarter of 2020. Book value per common share was $264.90 as of June 2021, 5.6% higher compared with March 2021 and 12.2% higher compared with December 2020.

In the second quarter of 2020, net provisions for litigation and regulatory proceedings reduced diluted EPS by $8.23 and annualized ROE by 14.5 percentage points.

Net revenues were $15.39 billion for the second quarter of 2021, 16% higher than the second quarter of 2020, due to significantly higher net revenues in Asset Management, reflecting strong Equity investments net revenues, in Investment Banking, primarily reflecting strong Financial advisory and Underwriting net revenues, and in Consumer & Wealth Management, reflecting growth in both Wealth management and Consumer banking net revenues. These increases were partially offset by significantly lower net revenues in Global Markets compared with a very strong second quarter of 2020, which included strong activity levels amid heightened volatility and significant market dislocations. The decrease in Global Markets reflected significantly lower net revenues in Fixed Income, Currency and Commodities (FICC) and lower net revenues in Equities.

Provision for credit losses was a net benefit of $92 million for the second quarter of 2021, compared with net provisions of $1.59 billion for the second quarter of 2020. The second quarter of 2021 included reserve reductions on wholesale and consumer loans reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020 as a result of the coronavirus

(COVID-19)

pandemic, partially offset by provisions related to portfolio growth (primarily in credit cards).

Goldman Sachs June 2021 Form 10-Q 98

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Operating expenses were $8.64 billion for the second quarter of 2021, 17% lower than the second quarter of 2020, due to significantly lower net provisions for litigation and regulatory proceedings, partially offset by higher compensation and benefits expenses (reflecting strong performance). In addition, transaction based expenses and technology expenses were higher. Our efficiency ratio (total operating expenses divided by total net revenues) for the second quarter of 2021 was 56.1%, compared with 78.3% for the second quarter of 2020. In the second quarter of 2020, net provisions for litigation and regulatory proceedings increased our efficiency ratio by 22.2 percentage points.

We returned $1.44 billion of capital to common shareholders, including $1.00 billion of share repurchases and $441 million of common stock dividends. As of June 2021, our Common Equity Tier 1 (CET1) capital ratio was 14.4% under the Standardized Capital Rules and 13.4% under the Advanced Capital Rules. See Note 20 to the consolidated financial statements for further information about our capital ratios.

We remain focused on our strategic initiative to achieve the annual

run-rate

expense efficiencies target of $1.3 billion by

year-end

2022. In addition, we expect that we will achieve an additional $400 million of expense efficiencies beyond

year-end

2022.

Six Months Ended June 2021 versus June 2020.

We generated net earnings of $12.32 billion for the first half of 2021, significantly higher compared with $1.59 billion for the first half of 2020. Diluted EPS was $33.64 for the first half of 2021, significantly higher compared with $3.66 for the first half of 2020. Annualized ROE was 27.3% for the first half of 2021, compared with 3.3% for the first half of 2020.

In the first half of 2020, net provisions for litigation and regulatory proceedings reduced diluted EPS by $8.76 and annualized ROE by 7.8 percentage points.

Net revenues were $33.09 billion for the first half of 2021, 50% higher than the first half of 2020, due to significantly higher net revenues in Asset Management, primarily reflecting strong Equity investments net revenues, in Investment Banking, primarily reflecting strong Underwriting and Financial advisory net revenues, and in Consumer & Wealth Management, reflecting growth in both Wealth management and Consumer banking net revenues. Net revenues in Global Markets were strong across both FICC and Equities, but essentially unchanged compared with the first half of 2020.

Provision for credit losses was a net benefit of $162 million for the first half of 2021, compared with net provisions of $2.53 billion for the first half of 2020. The first half of 2021 included reserve reductions on wholesale and consumer loans reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020 as a result of the

COVID-19

pandemic, partially offset by provisions related to portfolio growth (primarily in credit cards, including provisions related to the pending acquisition of the General Motors

co-branded

credit card portfolio).

Operating expenses were $18.08 billion for the first half of 2021, 7% higher than the first half of 2020, reflecting significantly higher compensation and benefits expenses (reflecting strong performance), partially offset by significantly lower

non-compensation

expenses. Within

non-compensation

expenses, net provisions for litigation and regulatory proceedings were significantly lower, partially offset by higher transaction based expenses and higher technology expenses. Our efficiency ratio (total operating expenses divided by total net revenues) for the first half of 2021 was 54.6%, compared with 76.6% for the first half of 2020. In the first half of 2020, net provisions for litigation and regulatory proceedings increased our efficiency ratio by 14.3 percentage points.

During the first half of 2021, we returned $4.59 billion of capital to common shareholders, including $3.70 billion of common share repurchases and $889 million in common stock dividends.

Business Environment

In the second quarter of 2021, the global economy continued its recovery from the

COVID-19

pandemic, as the lifting of health and safety restrictions in parts of the world amid vaccine distribution facilitated an increase in global economic activity. The broader economic improvement was also aided by accommodative monetary policy provided by global central banks in response to the pandemic (through low policy rates and large-scale asset purchases) and, in the U.S., the prospect of further fiscal stimulus in the form of infrastructure spending. The growth in economic activity and demand for goods and services, alongside labor shortages and supply chain complications, contributed to rising inflationary pressures. However, investors remained optimistic about the prospect for continued economic recovery, as global equity prices generally increased during the quarter, while volatility continued to moderate from elevated levels. In addition, long-term government bond yields generally declined.

99 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Despite broad improvements in the overall economy since the initial impact of the pandemic, there continues to be uncertainty related to the prospects for the economic recovery to continue, reflecting concerns about virus resurgence from the Delta variant and other virus mutations, vaccine distribution and hesitancy, inflation and geopolitical risks. See “Results of Operations — Segment Assets and Operating Results — Segment Operating Results” for further information about the operating environment for each of our business segments.

Critical Accounting Policies

Fair Value

Fair Value Hierarchy.

Trading assets and liabilities, certain investments and loans, and certain other financial assets and liabilities, are included in our consolidated balance sheets at fair value (i.e.,

marked-to-market),

with related gains or losses generally recognized in our consolidated statements of earnings. The use of fair value to measure financial instruments is fundamental to our risk management practices and is our most critical accounting policy.

The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. We measure certain financial assets and liabilities as a portfolio (i.e., based on its net exposure to market and/or credit risks). In determining fair value, the hierarchy under U.S. generally accepted accounting principles (U.S. GAAP) gives (i) the highest priority to unadjusted quoted prices in active markets for identical, unrestricted assets or liabilities (level 1 inputs), (ii) the next priority to inputs other than level 1 inputs that are observable, either directly or indirectly (level 2 inputs), and (iii) the lowest priority to inputs that cannot be observed in market activity (level 3 inputs). In evaluating the significance of a valuation input, we consider, among other factors, a portfolio’s net risk exposure to that input. Assets and liabilities are classified in their entirety based on the lowest level of input that is significant to their fair value measurement.

The fair values for substantially all of our financial assets and liabilities are based on observable prices and inputs and are classified in levels 1 and 2 of the fair value hierarchy. Certain level 2 and level 3 financial assets and liabilities may require appropriate valuation adjustments that a market participant would require to arrive at fair value for factors, such as counterparty and our credit quality, funding risk, transfer restrictions, liquidity and bid/offer spreads.

Instruments classified in level 3 of the fair value hierarchy are those which require one or more significant inputs that are not observable. Level 3 financial assets represented 1.8% as of June 2021, 2.1% as of March 2021 and 2.3% as of December 2020, of our total assets. See Notes 4 through 10 to the consolidated financial statements for further information about level 3 financial assets, including changes in level 3 financial assets and related fair value measurements. Absent evidence to the contrary, instruments classified in level 3 of the fair value hierarchy are initially valued at transaction price, which is considered to be the best initial estimate of fair value. Subsequent to the transaction date, we use other methodologies to determine fair value, which vary based on the type of instrument. Estimating the fair value of level 3 financial instruments requires judgments to be made. These judgments include:

• Determining the appropriate valuation methodology and/or model for each type of level 3 financial instrument;

• Determining model inputs based on an evaluation of all relevant empirical market data, including prices evidenced by market transactions, interest rates, credit spreads, volatilities and correlations; and

• Determining appropriate valuation adjustments, including those related to illiquidity or counterparty credit quality.

Regardless of the methodology, valuation inputs and assumptions are only changed when corroborated by substantive evidence.

Controls Over Valuation of Financial Instruments.

Market makers and investment professionals in our revenue-producing units are responsible for pricing our financial instruments. Our control infrastructure is independent of the revenue-producing units and is fundamental to ensuring that all of our financial instruments are appropriately valued at market-clearing levels. In the event that there is a difference of opinion in situations where estimating the fair value of financial instruments requires judgment (e.g., calibration to market comparables or trade comparison, as described below), the final valuation decision is made by senior managers in independent risk oversight and control functions. This independent price verification is critical to ensuring that our financial instruments are properly valued.

Price Verification.

All financial instruments at fair value classified in levels 1, 2 and 3 of the fair value hierarchy are subject to our independent price verification process. The objective of price verification is to have an informed and independent opinion with regard to the valuation of financial instruments under review. Instruments that have one or more significant inputs which cannot be corroborated by external market data are classified in level 3 of the fair value hierarchy. Price verification strategies utilized by our independent risk oversight and control functions include:

Goldman Sachs June 2021 Form 10-Q 100

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

• Trade Comparison. Analysis of trade data (both internal and external, where available) is used to determine the most relevant pricing inputs and valuations.

• External Price Comparison. Valuations and prices are compared to pricing data obtained from third parties (e.g., brokers or dealers, IHS Markit, Bloomberg, IDC, TRACE). Data obtained from various sources is compared to ensure consistency and validity. When broker or dealer quotations or third-party pricing vendors are used for valuation or price verification, greater priority is generally given to executable quotations.

• Calibration to Market Comparables. Market-based transactions are used to corroborate the valuation of positions with similar characteristics, risks and components.

• Relative Value Analyses. Market-based transactions are analyzed to determine the similarity, measured in terms of risk, liquidity and return, of one instrument relative to another or, for a given instrument, of one maturity relative to another.

• Collateral Analyses. Margin calls on derivatives are analyzed to determine implied values, which are used to corroborate our valuations.

• Execution of Trades. Where appropriate, market-making desks are instructed to execute trades in order to provide evidence of market-clearing levels.

• Backtesting. Valuations are corroborated by comparison to values realized upon sales.

See Note 4 to the consolidated financial statements for further information about fair value measurements.

Review of Net Revenues.

Independent risk oversight and control functions ensure adherence to our pricing policy through a combination of daily procedures, including the explanation and attribution of net revenues based on the underlying factors. Through this process, we independently validate net revenues, identify and resolve potential fair value or trade booking issues on a timely basis and seek to ensure that risks are being properly categorized and quantified.

Review of Valuation Models.

Our independent model risk management group (Model Risk), consisting of quantitative professionals who are separate from model developers, performs an independent model review and validation process of our valuation models. New or changed models are reviewed and approved prior to implementation. Models are reviewed annually to assess the impact of any changes in the product or market and any market developments in pricing theories. See “Risk Management —Model Risk Management” for further information about the review and validation of our valuation models.

Allowance for Credit Losses

We estimate and record an allowance for credit losses related to our loans held for investment that are accounted for at amortized cost. To determine the allowance for credit losses, we classify our loans accounted for at amortized cost into wholesale and consumer portfolios. These portfolios represent the level at which we have developed and documented our methodology to determine the allowance for credit losses. The allowance for credit losses is measured on a collective basis for loans that exhibit similar risk characteristics using a modeled approach and asset-specific basis for loans that do not share similar risk characteristics. The allowance for credit losses also includes qualitative components which allow management to reflect the uncertain nature of economic forecasting, capture uncertainty regarding model inputs, and account for model imprecision and concentration risk. The determination of allowance for credit losses entails significant judgment on various risk factors. Risk factors for wholesale loans include internal credit ratings, industry default and loss data, expected life, macroeconomic indicators (e.g., unemployment rates and GDP), the borrower’s capacity to meet its financial obligations, the borrower’s country of risk and industry, loan seniority and collateral type. In addition, for loans backed by real estate, risk factors include

loan-to-value

ratio, debt service ratio and home price index. Risk factors for installment and credit card loans include Fair Isaac Corporation (FICO) credit scores, delinquency status, loan vintage and macroeconomic indicators.

Our estimate of credit losses entails judgment about collectability at the reporting dates, and there are uncertainties inherent in those judgments. The allowance for credit losses is subject to a governance process that involves review and approval by senior management within our independent risk oversight and control functions. Personnel within our independent risk oversight and control functions are responsible for forecasting the economic variables that underlie the economic scenarios that are used in the modeling of expected credit losses. While we use the best information available to determine this estimate, future adjustments to the allowance may be necessary based on, among other things, changes in the economic environment or variances between actual results and the original assumptions used. Loans are charged off against the allowance for loan losses when deemed to be uncollectible.

We also record an allowance for credit losses on lending commitments which are held for investment that are accounted for at amortized cost. Such allowance is determined using the same methodology as the allowance for loan losses, while also taking into consideration the probability of drawdowns or funding, and whether such commitments are cancellable by us. See Note 9 to the consolidated financial statements for further information about the allowance for credit losses.

101 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Use of Estimates

U.S. GAAP requires us to make certain estimates and assumptions. In addition to the estimates we make in connection with fair value measurements and the allowance for credit losses on loans and lending commitments held for investment and accounted for at amortized cost, the use of estimates and assumptions is also important in determining discretionary compensation accruals, the accounting for goodwill and identifiable intangible assets, provisions for losses that may arise from litigation and regulatory proceedings (including governmental investigations), and provisions for losses that may arise from tax audits.

A substantial portion of our compensation and benefits represents discretionary compensation, which is finalized at

year-end.

We believe the most appropriate way to allocate estimated

year-end

discretionary compensation among interim periods is in proportion to the net revenues earned in such periods. In addition to the level of net revenues, our overall compensation expense in any given year is also influenced by, among other factors, overall financial performance, prevailing labor markets, business mix, the structure of our share-based compensation programs and the external environment.

Goodwill is assessed for impairment annually in the fourth quarter or more frequently if events occur or circumstances change that indicate an impairment may exist. When assessing goodwill for impairment, first, a qualitative assessment can be made to determine whether it is more likely than not that the estimated fair value of a reporting unit is less than its estimated carrying value. If the results of the qualitative assessment are not conclusive, a quantitative goodwill test is performed. Alternatively, a quantitative goodwill test can be performed without performing a qualitative assessment.

Estimating the fair value of our reporting units requires judgment. Critical inputs to the fair value estimates include projected earnings and allocated equity. There is inherent uncertainty in the projected earnings. The estimated carrying value of each reporting unit reflects an allocation of total shareholders’ equity and represents the estimated amount of total shareholders’ equity required to support the activities of the reporting unit under currently applicable regulatory capital requirements. See Note 12 to the consolidated financial statements for further information about goodwill.

If we experience a prolonged or severe period of weakness in the business environment, financial markets, our performance or our common stock price, or additional increases in capital requirements, our goodwill could be impaired in the future.

Identifiable intangible assets are tested for impairment when events or changes in circumstances suggest that an asset’s or asset group’s carrying value may not be fully recoverable. Judgment is required to evaluate whether indications of potential impairment have occurred, and to test intangible assets for impairment, if required. An impairment is recognized if the estimated undiscounted cash flows relating to the asset or asset group is less than the corresponding carrying value. See Note 12 to the consolidated financial statements for further information about identifiable intangible assets.

We also estimate and provide for potential losses that may arise out of litigation and regulatory proceedings to the extent that such losses are probable and can be reasonably estimated. In addition, we estimate the upper end of the range of reasonably possible aggregate loss in excess of the related reserves for litigation and regulatory proceedings where we believe the risk of loss is more than slight. See Notes 18 and 27 to the consolidated financial statements for information about certain judicial, litigation and regulatory proceedings. Significant judgment is required in making these estimates and our final liabilities may ultimately be materially different. Our total estimated liability in respect of litigation and regulatory proceedings is determined on a

case-by-case

basis and represents an estimate of probable losses after considering, among other factors, the progress of each case, proceeding or investigation, our experience and the experience of others in similar cases, proceedings or investigations, and the opinions and views of legal counsel.

In accounting for income taxes, we recognize tax positions in the financial statements only when it is more likely than not that the position will be sustained on examination by the relevant taxing authority based on the technical merits of the position. See Note 24 to the consolidated financial statements for further information about income taxes.

Recent Accounting Developments

See Note 3 to the consolidated financial statements for information about Recent Accounting Developments.

Results of Operations

The composition of our net revenues has varied over time as financial markets and the scope of our operations have changed. The composition of net revenues can also vary over the shorter term due to fluctuations in U.S. and global economic and market conditions. See “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K

for further information about the impact of economic and market conditions on our results of operations.

Goldman Sachs June 2021 Form 10-Q 102

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Financial Overview

The table below presents an overview of our financial results and selected financial ratios.

	Three Months Ended June			Six Months Ended June
$ in millions, except per share amounts		2021	2020		2021	2020
Net revenues		$15,388	$13,295		$33,092	$22,038
Pre-tax earnings		$  6,840	$  1,291		$15,177	$  2,639
Net earnings		$  5,486	$     373		$12,322	$  1,586
Net earnings to common		$  5,347	$     197		$12,058	$  1,320
Diluted EPS		$  15.02	$    0.53		$  33.64	$    3.66
ROE		23.7%	1.0%		27.3%	3.3%
ROTE		25.1%	1.0%		28.9%	3.5%
Net earnings to average assets		1.6%	0.1%		1.9%	0.3%
Return on average shareholders’ equity		22.1%	1.6%		25.2%	3.5%
Average equity to average assets		7.3%	8.1%		7.5%	8.3%
Dividend payout ratio		8.3%	235.8%		7.4%	68.3%

In the table above:

• Net earnings to common represents net earnings applicable to common shareholders, which is calculated as net earnings less preferred stock dividends.

• ROE, return on average tangible common shareholders’ equity (ROTE), net earnings to average assets and return on average shareholders’ equity are annualized amounts.

• Average equity to average assets is calculated by dividing average total shareholders’ equity by average total assets.

• Dividend payout ratio is calculated by dividing dividends declared per common share by diluted EPS.

• Annualized ROE is calculated by dividing annualized net earnings to common by average monthly common shareholders’ equity. Tangible common shareholders’ equity is calculated as total shareholders’ equity less preferred stock, goodwill and identifiable intangible assets. Annualized ROTE is calculated by dividing annualized net earnings to common by average monthly tangible common shareholders’ equity. We believe that tangible common shareholders’ equity is meaningful because it is a measure that we and investors use to assess capital adequacy and that ROTE is meaningful because it measures the performance of businesses consistently, whether they were acquired or developed internally. Tangible common shareholders’ equity and ROTE are non-GAAP measures and may not be comparable to similar non-GAAP measures used by other companies. Annualized return on average shareholders’ equity is calculated by dividing annualized net earnings by average monthly shareholders’ equity.

The table below presents our average equity and the reconciliation of average common shareholders’ equity to average tangible common shareholders’ equity.

	Average for the
	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Total shareholders’ equity		$99,294		$ 91,802			$ 97,735		$ 90,956
Preferred stock		(9,203	)	(11,203	)		(9,489	)	(11,203	)
Common shareholders’ equity		90,091		80,599			88,246		79,753
Goodwill		(4,332	)	(4,196	)		(4,332	)	(4,196	)
Identifiable intangible assets		(552	)	(610	)		(581	)	(618	)
Tangible common shareholders ’ equity		$85,207		$ 75,793			$ 83,333		$ 74,939

Net Revenues

The table below presents our net revenues by line item.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Investment banking		$  3,450	$   2,733		$  7,016	$   4,475
Investment management		1,905	1,635		3,701	3,403
Commissions and fees		833	875		1,906	1,895
Market making		3,274	5,787		9,167	9,469
Other principal transactions		4,297	1,321		8,191	539
Total non-interest revenues		13,759	12,351		29,981	19,781
Interest income		2,939	3,034		5,993	7,784
Interest expense		1,310	2,090		2,882	5,527
Net interest income		1,629	944		3,111	2,257
Total net revenues		$15,388	$ 13,295		$33,092	$ 22,038

In the table above:

• Investment banking consists of revenues (excluding net interest) from financial advisory and underwriting assignments. These activities are included in our Investment Banking segment.

• Investment management consists of revenues (excluding net interest) from providing asset management services across all major asset classes to a diverse set of asset management clients (included in our Asset Management segment), as well as asset management services, wealth advisory services and certain transaction services for wealth management clients (included in our Consumer & Wealth Management segment).

• Commissions and fees consists of revenues from executing and clearing client transactions on major stock, options and futures exchanges worldwide, as well as over-the-counter (OTC) transactions. These activities are included in our Global Markets and Consumer & Wealth Management segments.

• Market making consists of revenues (excluding net interest) from client execution activities related to making markets in interest rate products, credit products, mortgages, currencies, commodities and equity products. These activities are included in our Global Markets segment.

• Other principal transactions consists of revenues (excluding net interest) from our equity investing activities, including revenues related to our consolidated investments (included in our Asset Management segment), and lending activities (included across our four segments).

103 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Operating Environment.

During the second quarter of 2021, economic recovery, the lifting of health and safety restrictions in parts of the world amid vaccine distribution, and continued monetary and fiscal support from central banks and governments provided a favorable market backdrop. These factors contributed to generally higher global equity prices compared with the first quarter of 2021, a supportive environment for alternative investments, elevated investment banking activity levels, and more modest yet solid market-making activity levels.

If optimism about the economic outlook declines or the ongoing efforts to mitigate the impact of the

COVID-19

pandemic are ineffective (including due to new variants or complications with the vaccine distribution), it may lead to worsened economic conditions for alternative investments, a further decline in market-making activity levels, a decline in investment banking activity levels, and a decline in global equity markets, and net revenues and the provision for credit losses would likely be negatively impacted. See “Segment Assets and Operating Results — Segment Operating Results” for information about the operating environment and material trends and uncertainties that may impact our results of operations.

Three Months Ended June 2021 versus June 2020.

Net revenues in the consolidated statements of earnings were $15.39 billion for the second quarter of 2021, 16% higher than the second quarter of 2020, reflecting significantly higher other principal transactions, investment banking revenues and net interest income, and higher investment management revenues, partially offset by significantly lower market making revenues.

Non-Interest

Revenues.

Investment banking revenues in the consolidated statements of earnings were $3.45 billion for the second quarter of 2021, 26% higher than the second quarter of 2020, reflecting significantly higher revenues in financial advisory, reflecting an increase in completed mergers and acquisitions transactions, and higher revenues in equity underwriting, primarily driven by strong industry-wide initial public offering activity, partially offset by a significant decline in industry-wide secondary offerings. These increases were partially offset by slightly lower revenues in debt underwriting, primarily reflecting significantly lower industry-wide investment-grade volumes, partially offset by elevated industry-wide leveraged finance volumes.

Investment management revenues in the consolidated statements of earnings were $1.91 billion for the second quarter of 2021, 17% higher than the second quarter of 2020, primarily due to higher management and other fees, reflecting the impact of higher average assets under supervision (AUS), partially offset by fee waivers on money market funds.

Commissions and fees in the consolidated statements of earnings were $833 million for the second quarter of 2021, slightly lower than the second quarter of 2020.

Market making revenues in the consolidated statements of earnings were $3.27 billion for the second quarter of 2021, 43% lower than the second quarter of 2020, primarily due to significantly lower revenues in interest rate products, credit products, equity products (primarily in cash products), commodities and currencies.

Other principal transactions revenues in the consolidated statements of earnings were $4.30 billion for the second quarter of 2021, compared with $1.32 billion for the second quarter of 2020, primarily reflecting significantly higher net gains from investments in private equities, driven by company-specific events, including capital raises and sales, and improved corporate performance versus a challenging second quarter of 2020.

Net Interest Income.

Net interest income in the consolidated statements of earnings was $1.63 billion for the second quarter of 2021, 73% higher than the second quarter of 2020, reflecting a decrease in interest expense primarily related to long-term borrowings and deposits, both reflecting the impact of lower interest rates. The decrease in interest expense was partially offset by a decrease in interest income primarily related to collateralized agreements and trading assets, both reflecting the impact of lower interest rates partially offset by the impact of higher average balances for other interest-earning assets. See “Statistical Disclosures — Distribution of Assets, Liabilities and Shareholders’ Equity” for further information about our sources of net interest income.

Six Months Ended June 2021 versus June 2020.

Net revenues in the consolidated statements of earnings were $33.09 billion for the first half of 2021, 50% higher than the first half of 2020, due to significantly higher other principal transactions and investment banking revenues and, to a lesser extent, net interest income.

Non-Interest

Revenues.

Investment banking revenues in the consolidated statements of earnings were $7.02 billion for the first half of 2021, 57% higher than the first half of 2020, reflecting significantly higher revenues in equity underwriting, primarily driven by strong industry-wide initial public offering activity, and in financial advisory, reflecting a significant increase in completed mergers and acquisitions transactions, as well as higher revenues in debt underwriting, reflecting elevated industry-wide leveraged finance activity.

Goldman Sachs June 2021 Form 10-Q 104

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Investment management revenues in the consolidated statements of earnings were $3.70 billion for the first half of 2021, 9% higher than the first half of 2020, due to higher management and other fees, reflecting the impact of higher average assets under supervision, partially offset by fee waivers on money market funds.

Commissions and fees in the consolidated statements of earnings were $1.91 billion for the first half of 2021, essentially unchanged compared with the first half of 2020.

Market making revenues in the consolidated statements of earnings were $9.17 billion for the first half of 2021, slightly lower than a strong first half of 2020, as significantly lower revenues in interest rate products and credit products were largely offset by significantly higher revenues in equity products (primarily in derivatives) and in mortgages.

Other principal transactions revenues in the consolidated statements of earnings were $8.19 billion for the first half of 2021, compared with $539 million for the first half of 2020, primarily reflecting significantly higher net gains from investments in private equities, driven by company-specific events, including capital raises and sales, and improved corporate performance versus a challenging first half of 2020. In addition, net gains from investments in public equities and debt investments were significantly higher.

Net Interest Income.

Net interest income in the consolidated statements of earnings was $3.11 billion for the first half of 2021, 38% higher than the first half of 2020, reflecting a decrease in interest expense related to other interest-bearing liabilities, deposits, long-term borrowings and collateralized financings, each reflecting the impact of lower interest rates, partially offset by the impact of higher average balances in trading liabilities. The decrease in interest expense was partially offset by a decrease in interest income primarily related to collateralized agreements, trading assets and deposits with banks, each reflecting the impact of lower interest rates. See “Statistical Disclosures — Distribution of Assets, Liabilities and Shareholders’ Equity” for further information about our sources of net interest income.

Provision for Credit Losses

Provision for credit losses consists of provision for credit losses on loans and lending commitments held for investment and accounted for at amortized cost. See Note 9 to the consolidated financial statements for further information about the provision for credit losses.

The table below presents our provision for credit losses.

	Three Months Ended June				Six Months Ended June
$ in millions		2021		2020		2021		2020
Provision for credit losses		$    (92	)	$  1,590		$   (162	)	$2,527

Three Months Ended June 2021 versus June 2020.

Provision for credit losses in the consolidated statements of earnings was a net benefit of $92 million for the second quarter of 2021, compared with net provisions of $1.59 billion for the second quarter of 2020. The second quarter of 2021 included reserve reductions on wholesale and consumer loans reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020 as a result of the

COVID-19

pandemic, partially offset by provisions related to portfolio growth (primarily in credit cards).

Six Months Ended June 2021 versus June 2020.

Provision for credit losses in the consolidated statements of earnings was a net benefit of $162 million for the first half of 2021, compared with net provisions of $2.53 billion for the first half of 2020. The first half of 2021 included reserve reductions on wholesale and consumer loans reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020 as a result of the

COVID-19

pandemic, partially offset by provisions related to portfolio growth (primarily in credit cards, including $185 million of provisions related to the pending acquisition of the General Motors

co-branded

credit card portfolio).

Operating Expenses

Our operating expenses are primarily influenced by compensation, headcount and levels of business activity. Compensation and benefits includes salaries, estimated

year-end

discretionary compensation, amortization of equity awards and other items such as benefits. Discretionary compensation is significantly impacted by, among other factors, the level of net revenues, overall financial performance, prevailing labor markets, business mix, the structure of our share-based compensation programs and the external environment.

The table below presents our operating expenses by line item and headcount.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Compensation and benefits		$  5,263	$  4,478		$11,306	$  7,713
Transaction based		1,125	1,014		2,381	2,044
Market development		115	89		195	242
Communications and technology		371	345		746	666
Depreciation and amortization		520	499		1,018	936
Occupancy		241	233		488	471
Professional fees		344	311		704	658
Other expenses		661	3,445		1,239	4,142
Total operating expenses		$  8,640	$10,414		$18,077	$16,872
Headcount at period-end		40,800	39,100

105 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

In the table above, brokerage, clearing, exchange and distribution fees was renamed transaction based (beginning in the fourth quarter of 2020) and additionally includes expenses resulting from completed transactions, which are directly related to client revenues. Such expenses were previously reported in other expenses. Previously reported amounts have been conformed to the current presentation.

Three Months Ended June 2021 versus June 2020.

Operating expenses in the consolidated statements of earnings were $8.64 billion for the second quarter of 2021, 17% lower than the second quarter of 2020. Our efficiency ratio (total operating expenses divided by total net revenues) for the second quarter of 2021 was 56.1%, compared with 78.3% for the second quarter of 2020. In the second quarter of 2020, net provisions for litigation and regulatory proceedings increased our efficiency ratio by 22.2 percentage points.

The decrease in operating expenses compared with the second quarter of 2020 was due to significantly lower

non-compensation

expenses, partially offset by higher compensation and benefits expenses (reflecting strong performance). Within

non-compensation

expenses, net provisions for litigation and regulatory proceedings were significantly lower, partially offset by higher transaction based expenses and higher technology expenses (included in communications and technology and depreciation and amortization).

Net provisions for litigation and regulatory proceedings for the second quarter of 2021 were $226 million compared with $2.96 billion for the second quarter of 2020.

As of June 2021, headcount was essentially unchanged compared with March 2021.

Six Months Ended June 2021 versus June 2020.

Operating expenses in the consolidated statements of earnings were $18.08 billion for the first half of 2021, 7% higher than the first half of 2020. Our efficiency ratio (total operating expenses divided by total net revenues) for the first half of 2021 was 54.6%, compared with 76.6% for the first half of 2020. In the first half of 2020, net provisions for litigation and regulatory proceedings increased our efficiency ratio by 14.3 percentage points.

The increase in operating expenses compared with the first half of 2020 was due to significantly higher compensation and benefits expenses (reflecting strong performance), partially offset by significantly lower

non-compensation

expenses. Within

non-compensation

expenses, net provisions for litigation and regulatory proceedings were significantly lower, partially offset by higher transaction based expenses and higher technology expenses (included in communications and technology and depreciation and amortization).

Net provisions for litigation and regulatory proceedings for the first half of 2021 were $300 million compared with $3.14 billion for the first half of 2020.

As of June 2021, headcount was essentially unchanged compared with December 2020.

Provision for Taxes

The effective income tax rate for the first half of 2021 was 18.8%, down from the full year income tax rate of 24.2% for 2020, primarily due to a decrease in provisions for

non-deductible

litigation in the first half of 2021 compared with 2020. The increase compared with 18.0% for the first quarter of 2021 was primarily due to a decrease in the impact of tax benefits on the settlement of share-based awards in the first half of 2021 compared with the first quarter of 2021.

In March 2021, the American Rescue Plan Act of 2021 (Rescue Plan) was signed into law. The Rescue Plan is a $1.9 trillion stimulus package enacted to help address the economic and health impacts of the

COVID-19

pandemic. The Rescue Plan includes a repeal of a provision under which U.S. affiliated groups could elect a worldwide allocation of interest expense for foreign tax credit limitation purposes for one year beginning in January 2021. Additionally, beginning in 2027, the limitation on corporate tax deductions for compensation payable to the CEO, CFO and the top three highest paid employees will be expanded to include the next five highest paid employees. The legislation is not expected to have a material impact on our 2021 annual effective tax rate.

In April 2021, the New York State (NYS) FY 2022 budget was enacted. The legislation temporarily increased the NYS corporate income tax rate from 6.5% to 7.25% for calendar years 2021 through 2023. The legislation is not expected to have a material impact on our 2021 annual effective tax rate.

The U.K. Finance Act 2021 was enacted in June 2021 and includes a six percent increase in the corporate income tax rate effective from April 2023. During the second quarter of 2021, U.K. deferred tax assets and liabilities were remeasured and a deferred tax benefit of approximately $100 million was recognized. Following the increase in the U.K. corporate tax rate, the U.K. government has indicated that it will undertake a review of the eight percent bank surcharge in order to ensure that the combined tax burden on banks does not rise substantially. The results of the review, including any changes to the bank surcharge, will be announced in the second half of 2021 and legislated as Finance Bill

2021-22.

The bank surcharge is currently applicable to certain of our U.K. subsidiaries and branches, including Goldman Sachs International (GSI) and Goldman Sachs International Bank (GSIB). Following Royal Assent, the associated impact of any change to the bank surcharge on U.K. deferred tax assets and liabilities could have a material impact on our effective tax rate, depending on the operating results for the quarter during which this legislation is enacted.

We expect our tax rate for the remainder of 2021 to be approximately 21%, excluding the impact of any potential changes in current income tax rates.

Goldman Sachs June 2021 Form 10-Q 106

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Segment Assets and Operating Results

Segment Assets.

The table below presents assets by segment.

	As of
$ in millions		June 2021	December 2020
Investment Banking		$     145,836	$   116,242
Global Markets		1,025,631	844,606
Asset Management		96,605	95,751
Consumer & Wealth Management		119,850	106,429
Total		$1,387,922	$1,163,028

The allocation process for segment assets is based on the activities of these segments. The allocation of assets includes allocation of global core liquid assets (GCLA) (which consists of unencumbered, highly liquid securities and cash), which is generally included within cash and cash equivalents, collateralized agreements and trading assets on our balance sheet. Due to the integrated nature of these segments, estimates and judgments are made in allocating these assets. See “Risk Management — Liquidity Risk Management” for further information about our GCLA.

Segment Operating Results.

The table below presents our segment operating results.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Investment Banking
Net revenues		$  3,609		$  2,657			$  7,380		$  4,841
Provision for credit losses		(107	)	819			(270	)	1,441
Operating expenses		1,955		2,704			3,818		3,873
Pre-tax earnings/(loss)		$  1,761		$    (866	)		$  3,832		$    (473	)
Net earnings/(loss) to common		$  1,393		$    (662	)		$  3,072		$    (319	)
Average common equity		$  9,792		$11,070			$10,078		$11,141
Return on average common equity		56.9%		(23.9)%			61.0%		(5.7)%
Global Markets
Net revenues		$  4,900		$  7,176			$12,481		$12,339
Provision for credit losses		14		183			(6	)	251
Operating expenses		3,373		5,179			7,558		8,026
Pre-tax earnings		$  1,513		$  1,814			$  4,929		$  4,062
Net earnings to common		$  1,121		$     305			$  3,851		$  2,269
Average common equity		$44,430		$42,702			$42,741		$40,970
Return on average common equity		10.1%		2.9%			18.0%		11.1%
Asset Management
Net revenues		$  5,132		$  2,101			$  9,746		$  2,005
Provision for credit losses		(65	)	271			(12	)	350
Operating expenses		1,943		1,332			3,833		2,530
Pre-tax earnings/(loss)		$  3,254		$     498			$  5,925		$    (875	)
Net earnings/(loss) to common		$  2,592		$     684			$  4,757		$    (566	)
Average common equity		$25,410		$19,322			$25,092		$20,371
Return on average common equity		40.8%		14.2%			37.9%		(5.6)%
Consumer & Wealth Management
Net revenues		$  1,747		$  1,361			$  3,485		$  2,853
Provision for credit losses		66		317			126		485
Operating expenses		1,369		1,199			2,868		2,443
Pre-tax earnings/(loss)		$       312		$    (155	)		$       491		$      (75	)
Net earnings/(loss) to common		$       241		$    (130	)		$       378		$      (64	)
Average common equity		$10,459		$  7,505			$10,335		$  7,271
Return on average common equity		9.2%		(6.9)%			7.3%		(1.8)%
Total net revenues		$15,388		$13,295			$33,092		$22,038
Total provision for credit losses		(92	)	1,590			(162	)	2,527
Total operating expenses		8,640		10,414			18,077		16,872
Total pre-tax earnings		$  6,840		$  1,291			$15,177		$  2,639
Net earnings to common		$  5,347		$     197			$12,058		$  1,320
Average common equity		$90,091		$80,599			$88,246		$79,753
Return on average common equity		23.7%		1.0%			27.3%		3.3%

Net revenues in our segments include allocations of interest income and expense to specific positions in relation to the cash generated by, or funding requirements of, such positions. See Note 25 to the consolidated financial statements for further information about our business segments.

The allocation of common shareholders’ equity and preferred stock dividends to each segment is based on the estimated amount of equity required to support the activities of the segment under relevant regulatory capital requirements. Net earnings for each segment is calculated by applying the firmwide tax rate to each segment’s

pre-tax

earnings.

The allocation of common equity among our segments for the second quarter and first half of 2021 reflects updates to our attributed equity framework (effective January 1, 2021) to incorporate the impact of the stress capital buffer (SCB) rule and our SCB of 6.6%, which became effective on October 1, 2020 under the Standardized Approach. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for information about the impact of these updates on the allocation of attributed equity among our segments as of the beginning of the first quarter of 2021. The average common equity balances above incorporate such impact, as well as the changes in the size and composition of assets held in each of our segments that occurred during the second quarter and first half of 2021. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for information about our updated SCB, which will become effective on October 1, 2021.

Compensation and benefits expenses within our segments reflect, among other factors, our overall performance, as well as the performance of individual businesses. Consequently,

pre-tax

margins in one segment of our business may be significantly affected by the performance of our other business segments. A description of segment operating results follows.

Investment Banking

Investment Banking generates revenues from the following:

• Financial advisory. Includes strategic advisory assignments with respect to mergers and acquisitions, divestitures, corporate defense activities, restructurings and spin-offs.

• Underwriting. Includes public offerings and private placements, including local and cross-border transactions and acquisition financing, of a wide range of securities and other financial instruments, including loans.

• Corporate lending. Includes lending to corporate clients, including through relationship lending, middle-market lending and acquisition financing. We also provide transaction banking services to certain of our corporate clients.

107 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents our Investment Banking assets.

	As of
$ in millions		June 2021	December 2020
Cash and cash equivalents		$  63,903	$  34,730
Collateralized agreements		18,795	20,242
Customer and other receivables		9,762	2,465
Trading assets		25,879	29,493
Investments		1,441	1,078
Loans		24,136	26,544
Other assets		1,920	1,690
Total		$145,836	$116,242

The table below presents our Investment Banking operating results.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Financial advisory		$1,257		$     686			$  2,374		$  1,467
Equity underwriting		1,243		1,057			2,812		1,435
Debt underwriting		950		990			1,830		1,573
Underwriting		2,193		2,047			4,642		3,008
Corporate lending		159		(76	)		364		366
Net revenues		3,609		2,657			7,380		4,841
Provision for credit losses		(107	)	819			(270	)	1,441
Operating expenses		1,955		2,704			3,818		3,873
Pre-tax earnings/(loss)		1,761		(866	)		3,832		(473	)
Provision/(benefit) for taxes		348		(227	)		721		(188	)
Net earnings/(loss)		1,413		(639	)		3,111		(285	)
Preferred stock dividends		20		23			39		34
Net earnings/(loss) to common		$1,393		$    (662	)		$  3,072		$    (319	)
Average common equity		$9,792		$11,070			$10,078		$11,141
Return on average common equity		56.9%		(23.9)%			61.0%		(5.7)%

The table below presents our financial advisory and underwriting transaction volumes.

	Three Months Ended June			Six Months Ended June
$ in billions		2021	2020		2021	2020
Announced mergers and acquisitions		$  607	$       61		$    975	$     282
Completed mergers and acquisitions		$  296	$     412		$    609	$     610
Equity and equity-related offerings		$    35	$       40		$      85	$       52
Debt offerings		$    89	$     115		$    182	$     208

In the table above:

• Volumes are per Dealogic.

• Announced and completed mergers and acquisitions volumes are based on full credit to each of the advisors in a transaction. Equity and equity-related offerings and debt offerings are based on full credit for single book managers and equal credit for joint book managers. Transaction volumes may not be indicative of net revenues in a given period. In addition, transaction volumes for prior periods may vary from amounts previously reported due to the subsequent withdrawal or a change in the value of a transaction.

• Equity and equity-related offerings includes Rule 144A and public common stock offerings, convertible offerings and rights offerings.

• Debt offerings includes non-convertible preferred stock, mortgage-backed securities, asset-backed securities and taxable municipal debt. Includes publicly registered and Rule 144A issues and excludes leveraged loans.

Operating Environment.

During the second quarter of 2021, Investment Banking operated in an environment characterized by strong industry-wide activity across mergers and acquisitions and underwriting, as the global economy continued to recover. In mergers and acquisitions, industry-wide completed and announced transactions remained at high levels, reflecting supportive market conditions and CEO confidence. In underwriting, industry-wide activity levels reflected continued strength in equity underwriting, particularly in initial public offerings, and debt underwriting, reflecting elevated leveraged finance volumes.

In the future, if market and economic conditions deteriorate, and industry-wide mergers and acquisitions transactions decline, or if industry-wide equity and debt underwriting volumes decline, or credit spreads related to hedges on our relationship lending portfolio tighten, net revenues in Investment Banking would likely be negatively impacted. In addition, a deterioration in the creditworthiness of borrowers would negatively impact the provision for credit losses.

Three Months Ended June 2021 versus June 2020.

Net revenues in Investment Banking were $3.61 billion for the second quarter of 2021, 36% higher than the second quarter of 2020, reflecting significantly higher net revenues in Financial advisory and Corporate lending and higher net revenues in Underwriting.

The increase in Financial advisory net revenues reflected an increase in completed mergers and acquisitions transactions. The increase in Corporate lending net revenues primarily reflected higher net interest income. The increase in Underwriting net revenues was due to higher net revenues in Equity underwriting, primarily driven by strong industry-wide initial public offering activity, partially offset by a significant decline in industry-wide secondary offerings. Debt underwriting net revenues were slightly lower, primarily reflecting significantly lower industry-wide investment-grade volumes, partially offset by elevated industry-wide leveraged finance volumes.

Provision for credit losses was a net benefit of $107 million for the second quarter of 2021, compared with net provisions of $819 million for the second quarter of 2020, primarily due to reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Goldman Sachs June 2021 Form 10-Q 108

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Operating expenses were $1.96 billion for the second quarter of 2021, 28% lower than the second quarter of 2020, reflecting significantly lower net provisions for litigation and regulatory proceedings, partially offset by significantly higher compensation and benefits expenses (reflecting strong performance).

Pre-tax

earnings were $1.76 billion for the second quarter of 2021, compared with a

pre-tax

loss of $866 million for the second quarter of 2020. Annualized ROE was 56.9% for the second quarter of 2021, compared with (23.9)% for the second quarter of 2020 (which included the impact of net provisions for litigation and regulatory proceedings that reduced annualized ROE by 38.5 percentage points).

As of June 2021, our investment banking transaction backlog increased compared with March 2021, due to higher estimated net revenues across potential financial advisory transactions, potential equity underwriting transactions (particularly from initial public offerings) and potential debt underwriting transactions (particularly from leveraged finance and investment-grade transactions).

Our backlog represents an estimate of our net revenues from future transactions where we believe that future revenue realization is more likely than not. We believe changes in our backlog may be a useful indicator of client activity levels which, over the long term, impact our net revenues. However, the time frame for completion and corresponding revenue recognition of transactions in our backlog varies based on the nature of the assignment, as certain transactions may remain in our backlog for longer periods of time. In addition, our backlog is subject to certain limitations, such as assumptions about the likelihood that individual client transactions will occur in the future. Transactions may be cancelled or modified, and transactions not included in the estimate may also occur, including underwriting transactions for which the time frame from discussion to completion has shortened in the current environment.

Six Months Ended June 2021 versus June 2020.

Net revenues in Investment Banking were $7.38 billion for the first half of 2021, 52% higher than the first half of 2020, due to significantly higher net revenues in Underwriting and Financial advisory. Net revenues in Corporate lending were essentially unchanged.

The increase in Underwriting net revenues was due to significantly higher net revenues in Equity underwriting, primarily driven by strong industry-wide initial public offering activity, and higher net revenues in Debt underwriting, reflecting elevated industry-wide leveraged finance volumes. The increase in Financial advisory net revenues reflected a significant increase in completed mergers and acquisitions transactions.

Provision for credit losses was a net benefit of $270 million for the first half of 2021, compared with net provisions of $1.44 billion for the first half of 2020, primarily due to reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Operating expenses were $3.82 billion for the first half of 2021, essentially unchanged compared with the first half of 2020 as significantly lower net provisions for litigation and regulatory proceedings were offset by significantly higher compensation and benefits expenses (reflecting strong performance).

Pre-tax

earnings were $3.83 billion for the first half of 2021, compared with a

pre-tax

loss of $473 million for the first half of 2020. Annualized ROE was 61.0% for the first half of 2021, compared with (5.7)% for the first half of 2020 (which included the impact of net provisions for litigation and regulatory proceedings that reduced annualized ROE by 21.0 percentage points).

As of June 2021, our investment banking transaction backlog increased significantly compared with December 2020, due to significantly higher estimated net revenues across potential financial advisory transactions, potential debt underwriting transactions (particularly from leveraged finance and investment-grade transactions) and potential equity underwriting transactions (primarily from initial public offerings).

Global Markets

Our Global Markets segment consists of:

FICC.

FICC generates revenues from intermediation and financing activities.

• FICC intermediation. Includes client execution activities related to making markets in both cash and derivative instruments, as detailed below.

Interest Rate Products.

Government bonds (including inflation-linked securities) across maturities, other government-backed securities, and interest rate swaps, options and other derivatives.

Credit Products.

Investment-grade and high-yield corporate securities, credit derivatives, exchange-traded funds (ETFs), bank and bridge loans, municipal securities, emerging market and distressed debt, and trade claims.

Mortgages.

Commercial mortgage-related securities, loans and derivatives, residential mortgage-related securities, loans and derivatives (including U.S. government agency-issued collateralized mortgage obligations and other securities and loans), and other asset-backed securities, loans and derivatives.

Currencies.

Currency options, spot/forwards and other derivatives on

G-10

currencies and emerging-market products.

109 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Commodities.

Commodity derivatives and, to a lesser extent, physical commodities, involving crude oil and petroleum products, natural gas, base, precious and other metals, electricity, coal, agricultural and other commodity products.

For further information about market-making activities, see “Market-Making Activities” below.

• FICC financing. Includes providing financing to our clients through securities purchased under agreements to resell (resale agreements), and through structured credit, warehouse lending (including residential and commercial mortgage lending) and asset-backed lending, which are typically longer term in nature.

Equities.

Equities generates revenues from intermediation and financing activities.

• Equities intermediation. We make markets in equity securities and equity-related products, including ETFs, convertible securities, options, futures and OTC derivative instruments. We also structure and make markets in derivatives on indices, industry sectors, financial measures and individual company stocks. Our exchange-based market-making activities include making markets in stocks and ETFs, futures and options on major exchanges worldwide. In addition, we generate commissions and fees from executing and clearing institutional client transactions on major stock, options and futures exchanges worldwide, as well as OTC transactions. For further information about market-making activities, see “Market-Making Activities” below.

• Equities financing. Includes prime brokerage and other equities financing activities, including securities lending, margin lending and swaps. We earn fees by providing clearing, settlement and custody services globally. We provide services that principally involve borrowing and lending securities to cover institutional clients’ short sales and borrowing securities to cover our short sales and to make deliveries into the market. In addition, we are an active participant in broker-to-broker securities lending and third-party agency lending activities. We provide financing to our clients for their securities trading activities through margin loans that are collateralized by securities, cash or other acceptable collateral. In addition, we execute swap transactions to provide our clients with exposure to securities and indices.

Market-Making Activities

As a market maker, we facilitate transactions in both liquid and less liquid markets, primarily for institutional clients, such as corporations, financial institutions, investment funds and governments, to assist clients in meeting their investment objectives and in managing their risks. In this role, we seek to earn the difference between the price at which a market participant is willing to sell an instrument to us and the price at which another market participant is willing to buy it from us, and vice versa (i.e., bid/offer spread). In addition, we maintain (i) market-making positions, typically for a short period of time, in response to, or in anticipation of, client demand, and (ii) positions to actively manage our risk exposures that arise from these market-making activities (collectively, inventory). Our inventory is recorded in trading assets (long positions) or trading liabilities (short positions) in our consolidated balance sheets.

Our results are influenced by a combination of interconnected drivers, including (i) client activity levels and transactional bid/offer spreads (collectively, client activity), and (ii) changes in the fair value of our inventory and interest income and interest expense related to the holding, hedging and funding of our inventory (collectively, market-making inventory changes). Due to the integrated nature of our market-making activities, disaggregation of net revenues into client activity and market-making inventory changes is judgmental and has inherent complexities and limitations.

The amount and composition of our net revenues vary over time as these drivers are impacted by multiple interrelated factors affecting economic and market conditions, including volatility and liquidity in the market, changes in interest rates, currency exchange rates, credit spreads, equity prices and commodity prices, investor confidence, and other macroeconomic concerns and uncertainties.

In general, assuming all other market-making conditions remain constant, increases in client activity levels or bid/offer spreads tend to result in increases in net revenues, and decreases tend to have the opposite effect. However, changes in market-making conditions can materially impact client activity levels and bid/offer spreads, as well as the fair value of our inventory. For example, a decrease in liquidity in the market could have the impact of (i) increasing our bid/offer spread, (ii) decreasing investor confidence and thereby decreasing client activity levels, and (iii) widening of credit spreads on our inventory positions.

Goldman Sachs June 2021 Form 10-Q 110

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents our Global Markets assets.

	As of
$ in millions		June 2021	December 2020
Cash and cash equivalents		$     125,615	$  86,663
Collateralized agreements		318,415	212,711
Customer and other receivables		141,769	110,473
Trading assets		332,140	339,349
Investments		53,488	52,929
Loans		43,040	33,214
Other assets		11,164	9,267
Total		$1,025,631	$844,606

The table below presents our Global Markets operating results.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021		2020
FICC intermediation		$  1,897	$  3,786		$  5,348		$  6,323
FICC financing		423	449		865		881
FICC		2,320	4,235		6,213		7,204
Equities intermediation		1,765	2,199		4,351		3,727
Equities financing		815	742		1,917		1,408
Equities		2,580	2,941		6,268		5,135
Net revenues		4,900	7,176		12,481		12,339
Provision for credit losses		14	183		(6	)	251
Operating expenses		3,373	5,179		7,558		8,026
Pre-tax earnings		1,513	1,814		4,929		4,062
Provision for taxes		312	1,395		927		1,620
Net earnings		1,201	419		4,002		2,442
Preferred stock dividends		80	114		151		173
Net earnings to common		$  1,121	$     305		$  3,851		$  2,269
Average common equity		$44,430	$42,702		$42,741		$40,970
Return on average common equity		10.1%	2.9%		18.0%		11.1%

The table below presents our Global Markets net revenues by line item in the consolidated statements of earnings.

$ in millions	FICC		Equities		Global Markets
Three Months Ended June 2021
Market making	$1,499		$1,775		$  3,274
Commissions and fees	–		809		809
Other principal transactions	76		(1	)	75
Net interest income	745		(3	)	742
Total	$2,320		$2,580		$  4,900
Three Months Ended June 2020
Market making	$3,566		$2,221		$  5,787
Commissions and fees	–		808		808
Other principal transactions	(45	)	(3	)	(48	)
Net interest income	714		(85	)	629
Total	$4,235		$2,941		$  7,176
Six Months Ended June 2021
Market making	$4,758		$4,409		$  9,167
Commissions and fees	–		1,828		1,828
Other principal transactions	184		(1	)	183
Net interest income	1,271		32		1,303
Total	$6,213		$6,268		$12,481
Six Months Ended June 2020
Market making	$5,900		$3,569		$  9,469
Commissions and fees	–		1,788		1,788
Other principal transactions	(65	)	7		(58	)
Net interest income	1,369		(229	)	1,140
Total	$7,204		$5,135		$12,339

In the table above:

• The difference between commissions and fees and those in the consolidated statements of earnings represents commissions and fees included in our Consumer & Wealth Management segment.

• See “Net Revenues” for further information about market making revenues, commissions and fees, other principal transactions revenues and net interest income. See Note 25 to the consolidated financial statements for net interest income by business segment.

• The primary driver of net revenues for FICC intermediation was client activity.

Operating Environment.

During the second quarter of 2021, Global Markets operated in an environment characterized by less favorable market-making conditions and more modest yet solid client activity. Improved sentiment regarding the pace of the economic recovery, combined with continued monetary and fiscal support from central banks and governments globally, contributed to generally higher global equity prices and lower interest rates compared with the first quarter of 2021. During the second quarter of 2021, the S&P 500 Index increased by 8% and the MSCI World Index increased by 7%. In the same time period, the yield on

10-year

U.S. Treasury securities declined by approximately 30 basis points and the yield on U.K. Gilts declined by approximately 15 basis points. Market volatility continued to moderate from elevated levels last year, as the average daily VIX was 22% lower than in the first quarter of 2021. If macroeconomic conditions lead to a continued decline in activity levels or a continued decline in volatility, net revenues in Global Markets would likely be negatively impacted.

Three Months Ended June 2021 versus June 2020.

Net revenues in Global Markets were $4.90 billion for the second quarter of 2021, 32% lower than a strong second quarter of 2020.

Net revenues in FICC were $2.32 billion, 45% lower than the second quarter of 2020, due to significantly lower net revenues in FICC intermediation, reflecting significantly lower net revenues in interest rate products, credit products and commodities, and lower net revenues in mortgages and currencies. In addition, net revenues in FICC financing were lower, reflecting lower net revenues from resale agreements, partially offset by higher net revenues from mortgage lending.

111 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The decrease in FICC intermediation net revenues primarily reflected solid, but significantly lower client activity compared with strong activity levels in the prior year period due to high volatility amid the

COVID-19

pandemic. The following provides information about our FICC intermediation net revenues by business, compared with results in the second quarter of 2020:

• Net revenues in most businesses reflected lower client activity.

• Additionally, net revenues in interest rate products, commodities and mortgages reflected the impact of less favorable market-making conditions on our inventory, while net revenues in currencies reflected improved market-making conditions on our inventory.

Net revenues in Equities were $2.58 billion, 12% lower than the second quarter of 2020, due to significantly lower net revenues in Equities intermediation, reflecting significantly lower net revenues in cash products and lower net revenues in derivatives. Net revenues in Equities financing were higher, reflecting higher average client balances.

Provision for credit losses was $14 million for the second quarter of 2021, compared with $183 million for the second quarter of 2020, primarily due to reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Operating expenses were $3.37 billion for the second quarter of 2021, 35% lower than the second quarter of 2020, reflecting significantly lower net provisions for litigation and regulatory proceedings and significantly lower compensation and benefits expenses.

Pre-tax

earnings were $1.51 billion for the second quarter of 2021, 17% lower than the second quarter of 2020. Annualized ROE was 10.1% for the second quarter of 2021, compared with 2.9% for the second quarter of 2020 (which included the impact of net provisions for litigation and regulatory proceedings that reduced annualized ROE by 18.9 percentage points).

Six Months Ended June 2021 versus June 2020.

Net revenues in Global Markets were $12.48 billion for the first half of 2021, essentially unchanged compared with a strong first half of 2020.

Net revenues in FICC were $6.21 billion, 14% lower than the first half of 2020, due to lower net revenues in FICC intermediation, reflecting significantly lower net revenues in credit products, interest rate products and currencies, and slightly lower net revenues in commodities, partially offset by significantly higher net revenues in mortgages. In addition, net revenues in FICC financing were slightly lower, reflecting significantly lower net revenues from resale agreements, partially offset by significantly higher net revenues from mortgage lending.

The decrease in FICC intermediation net revenues reflected solid, but significantly lower client activity compared with strong activity levels in the prior year period due to high volatility amid the

COVID-19

pandemic. This was partially offset by the impact of improved market-making conditions on our inventory compared with challenging conditions in the prior year period. The following provides information about our FICC intermediation net revenues by business, compared with results in the first half of 2020:

• Net revenues in credit products, interest rate products, currencies and commodities reflected lower client activity, partially offset by the impact of improved market-making conditions on our inventory.

• Net revenues in mortgages reflected the impact of improved market-making conditions on our inventory.

Net revenues in Equities were $6.27 billion, 22% higher than the first half of 2020, due to higher net revenues in Equities intermediation, reflecting significantly higher net revenues in derivatives and higher net revenues in cash products, and significantly higher net revenues in Equities financing, reflecting improved market conditions and increased activity (including higher average customer balances in our Prime business).

Provision for credit losses was a net benefit of $6 million for the first half of 2021, compared with net provisions of $251 million for the first half of 2020, primarily due to reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Operating expenses were $7.56 billion for the first half of 2021, 6% lower than the first half of 2020, reflecting significantly lower net provisions for litigation and regulatory proceedings, partially offset by significantly higher compensation and benefits expenses (reflecting strong performance).

Pre-tax

earnings were $4.93 billion for the first half of 2021, 21% higher than the first half of 2020. Annualized ROE was 18.0% for the first half of 2021, compared with 11.1% for the first half of 2020 (which included the impact of net provisions for litigation and regulatory proceedings that reduced annualized ROE by 10.5 percentage points).

Goldman Sachs June 2021 Form 10-Q 112

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Asset Management

We manage client assets across a broad range of investment strategies and asset classes for a diverse set of institutional clients and a network of third-party distributors around the world, including equity, fixed income and alternative investments. We provide investment solutions including those managed on a fiduciary basis by our portfolio managers, as well as those managed by a variety of third-party managers. We offer our investment solutions in a variety of structures, including separately managed accounts, mutual funds, private partnerships and other comingled vehicles. These solutions begin with identifying clients’ objectives and continue through portfolio construction, ongoing asset allocation and risk management and investment realization.

In addition to managing client assets, we invest in alternative investments across a range of asset classes that seek to deliver long-term accretive risk-adjusted returns. Our investing activities, which are typically longer term, include investments in corporate equity, credit, real estate and infrastructure assets.

Asset Management generates revenues from the following:

• Management and other fees. The majority of revenues in management and other fees consists of asset-based fees on client assets that we manage. For further information about AUS, see “Assets Under Supervision” below. The fees that we charge vary by asset class, distribution channel and the types of services provided, and are affected by investment performance, as well as asset inflows and redemptions.

• Incentive fees. In certain circumstances, we also receive incentive fees based on a percentage of a fund’s or a separately managed account’s return, or when the return exceeds a specified benchmark or other performance targets. Such fees include overrides, which consist of the increased share of the income and gains derived primarily from our private equity and credit funds when the return on a fund’s investments over the life of the fund exceeds certain threshold returns.

• Equity investments. Our alternative investing activities relate to public and private equity investments in corporate, real estate and infrastructure assets. We also make investments through consolidated investment entities (CIEs), substantially all of which are engaged in real estate investment activities.

• Lending and debt investments. We invest in corporate debt and provide financing for real estate and other assets. These activities include investments in mezzanine debt, senior debt and distressed debt securities.

The table below presents our Asset Management assets.

	As of
$ in millions		June 2021	December 2020
Cash and cash equivalents		$13,411	$  8,635
Collateralized agreements		3,658	4,749
Customer and other receivables		923	1,261
Trading assets		5,033	6,819
Investments		35,759	34,386
Loans		16,068	16,558
Other assets		21,753	23,343
Total		$96,605	$95,751

The table below presents our Asset Management operating results.

	Three Months Ended June					Six Months Ended June
$ in millions		2021		2020			2021		2020
Management and other fees		$       727		$     684			$  1,420		$  1,324
Incentive fees		78		34			120		188
Equity investments		3,717		924			6,837		902
Lending and debt investments		610		459			1,369		(409	)
Net revenues		5,132		2,101			9,746		2,005
Provision for credit losses		(65	)	271			(12	)	350
Operating expenses		1,943		1,332			3,833		2,530
Pre-tax earnings/(loss)		3,254		498			5,925		(875	)
Provision/(benefit) for taxes		634		(212	)		1,115		(349	)
Net earnings/(loss)		2,620		710			4,810		(526	)
Preferred stock dividends		28		26			53		40
Net earnings/(loss) to common		$  2,592		$     684			$  4,757		$    (566	)
Average common equity		$25,410		$19,322			$25,092		$20,371
Return on average common equity		40.8%		14.2%			37.9%		(5.6)%

The table below presents our Equity investments net revenues by equity type and asset class.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Equity Type
Private equity		$  2,816	$     288		$  5,597	$     750
Public equity		901	636		1,240	152
Total		$  3,717	$     924		$  6,837	$902
Asset Class
Real estate		$    672	$     487		$       972	$  1,038
Corporate		3,045	437		5,865	(136	)
Total		$  3,717	$     924		$  6,837	$     902

The table below presents details about our Lending and debt investments net revenues.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
Fair value net gains/(losses)		$       277	$     253		$       737	$    (858	)
Net interest income		333	206		632	449
Total		$       610	$     459		$  1,369	$    (409	)

113 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Operating Environment.

In the second quarter of 2021, Asset Management benefitted from a supportive operating environment, as generally higher global equity prices, optimism about the economic recovery and continued support from central banks and governments globally provided a more favorable backdrop for asset management activities and investments. If optimism about the economic outlook declines or the ongoing efforts to mitigate the impact of the

COVID-19

pandemic are ineffective, it may lead to a decline in asset prices, widening of credit spreads, and investors transitioning to asset classes that typically generate lower fees or investors withdrawing their assets, and net revenues in Asset Management would likely be negatively impacted.

Three Months Ended June 2021 versus June 2020.

Net revenues in Asset Management were $5.13 billion for the second quarter of 2021, more than double the amount in the second quarter of 2020, primarily driven by significantly higher net revenues in Equity investments. In addition, Lending and debt investments net revenues, Incentive fees and Management and other fees were each higher.

The increase in Equity investments net revenues primarily reflected significantly higher net gains from investments in private equities, driven by company-specific events, including capital raises and sales, and improved corporate performance versus a challenging second quarter of 2020.

The increase in Lending and debt investments net revenues was primarily due to higher net interest income. The increase in Incentive fees was due to harvesting.

Management and other fees included the impact of higher average assets under supervision and higher other fees, partially offset by fee waivers on money market funds.

Provision for credit losses was a net benefit of $65 million for the second quarter of 2021, compared with net provisions of $271 million for the second quarter of 2020, primarily due to reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Operating expenses were $1.94 billion for the second quarter of 2021, 46% higher than the second quarter of 2020, primarily due to significantly higher compensation and benefits expenses (reflecting strong performance).

Pre-tax

earnings were $3.25 billion for the second quarter of 2021, compared with $498 million for the second quarter of 2020.

Six Months Ended June 2021 versus June 2020.

Net revenues in Asset Management were $9.75 billion for the first half of 2021, compared with $2.01 billion for the first half of 2020, driven by significantly higher net revenues in Equity investments and Lending and debt investments. Management and other fees were higher, while Incentive fees were lower.

The increase in Equity investments net revenues primarily reflected significantly higher net gains from investments in private equities, driven by company-specific events, including capital raises and sales, and improved corporate performance versus a challenging first half of 2020. In addition, net gains from investments in public equities were significantly higher, reflecting the impact of generally higher global equity prices.

Lending and debt investments net revenues reflected net gains across debt investments for the first half of 2021, reflecting generally tighter corporate credit spreads, compared with net losses for the first half of 2020.

The increase in Management and other fees reflected the impact of higher average assets under supervision, partially offset by fee waivers on money market funds. The decrease in Incentive fees was driven by higher performance in the first half of 2020.

Provision for credit losses was a net benefit of $12 million for the first half of 2021, compared with net provisions of $350 million for the first half of 2020, primarily due to reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Operating expenses were $3.83 billion for the first half of 2021, 52% higher than the first half of 2020, primarily due to significantly higher compensation and benefits expenses (reflecting strong performance).

Pre-tax

earnings were $5.93 billion for the first half of 2021, compared with a

pre-tax

loss of $875 million for the first half of 2020.

Goldman Sachs June 2021 Form 10-Q 114

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Consumer & Wealth Management

Consumer & Wealth Management helps clients achieve their individual financial goals by providing a broad range of wealth advisory and banking services, including financial planning, investment management, deposit taking, and lending. Services are offered through our global network of advisors and via our digital platforms.

Wealth Management.

Wealth management provides tailored wealth advisory services to clients across the wealth spectrum. We operate globally serving individuals, families, family offices, and foundations and endowments. Our relationships are established directly or introduced through corporations that sponsor financial wellness programs for their employees.

We offer personalized financial planning inclusive of income and liability management, compensation and benefits analysis, trust and estate structuring, tax optimization, philanthropic giving, and asset protection. We also provide customized investment advisory solutions, and offer structuring and execution capabilities in security and derivative products across all major global markets. We leverage a broad, open-architecture investment platform and our global execution capabilities to help clients achieve their investment goals. In addition, we offer clients a full range of private banking services, including a variety of deposit alternatives and loans that our clients use to finance investments in both financial and nonfinancial assets, bridge cash flow timing gaps or provide liquidity and flexibility for other needs.

Wealth management generates revenues from the following:

• Management and other fees. Includes fees related to managing assets, providing investing and wealth advisory solutions, providing financial planning and counseling services via Ayco Personal Finance Management, and executing brokerage transactions for wealth management clients.

• Incentive fees. In certain circumstances, we also receive incentive fees from wealth management clients based on a percentage of a fund’s return, or when the return exceeds a specified benchmark or other performance targets. Such fees include overrides, which consist of the increased share of the income and gains derived primarily from our private equity and credit funds when the return on a fund’s investments over the life of the fund exceeds certain threshold returns.

• Private banking and lending. Includes net interest income allocated to deposit-taking and net interest income earned on lending activities for wealth management clients.

Consumer Banking.

Our Consumer banking business issues unsecured loans, through our digital platform,

Marcus by

Goldman Sachs

(Marcus), and credit cards, to finance the purchases of goods or services. We also accept deposits through Marcus, in Goldman Sachs Bank USA (GS Bank USA) and GSIB. These deposits include savings and time deposits which provide us with a diversified source of funding. Additionally, we provide investing services through

Marcus Invest

, currently offered in the U.S.

Consumer banking revenues consist of net interest income earned on unsecured loans issued to consumers through Marcus and credit card lending activities, and net interest income allocated to consumer deposits.

The table below presents our Consumer & Wealth Management assets.

	As of
$ in millions		June 2021	December 2020
Cash and cash equivalents		$  37,360	$  25,814
Collateralized agreements		9,509	12,518
Customer and other receivables		9,640	7,132
Trading assets		12,865	17,969
Investments		39	52
Loans		47,293	39,799
Other assets		3,144	3,145
Total		$119,850	$106,429

The table below presents our Consumer & Wealth Management operating results.

	Three Months Ended June				Six Months Ended June
$ in millions		2021	2020			2021	2020
Management and other fees		$  1,109	$   938			$  2,186	$1,897
Incentive fees		15	10			41	79
Private banking and lending		260	155			524	337
Wealth management		1,384	1,103			2,751	2,313
Consumer banking		363	258			734	540
Net revenues		1,747	1,361			3,485	2,853
Provision for credit losses		66	317			126	485
Operating expenses		1,369	1,199			2,868	2,443
Pre-tax earnings/(loss)		312	(155	)		491	(75	)
Provision/(benefit) for taxes		60	(38	)		92	(30	)
Net earnings/(loss)		252	(117	)		399	(45	)
Preferred stock dividends		11	13			21	19
Net earnings/(loss) to common		$    241	$  (130	)		$    378	$    (64	)
Average common equity		$10,459	$7,505			$10,335	$7,271
Return on average common equity		9.2%	(6.9)%			7.3%	(1.8)%

115 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Operating Environment.

During the second quarter of 2021, improved market and economic conditions contributed to a more favorable backdrop for consumer banking and wealth management activities. Global equity prices generally increased and, in the U.S., unemployment decreased and consumer spending increased compared with the first quarter of 2021, aided by optimism about the economic recovery and continued support from central banks and governments globally. If optimism about the economic outlook declines or the ongoing efforts to mitigate the impact of the

COVID-19

pandemic are ineffective, it may lead to a decline in asset prices, investors favoring asset classes that typically generate lower fees, investors withdrawing their assets and consumers withdrawing their deposits or deterioration in consumer credit, and net revenues and the provision for credit losses in Consumer & Wealth Management would likely be negatively impacted.

Three Months Ended June 2021 versus June 2020.

Net revenues in Consumer & Wealth Management were $1.75 billion for the second quarter of 2021, 28% higher than the second quarter of 2020.

Net revenues in Wealth management were $1.38 billion, 25% higher than the second quarter of 2020. Management and other fees were higher, reflecting the impact of higher average assets under supervision, and net revenues in Private banking and lending were higher, primarily reflecting higher loan balances.

Net revenues in Consumer banking were $363 million, 41% higher than the second quarter of 2020, reflecting higher deposit and credit card balances.

Provision for credit losses was $66 million for the second quarter of 2021, 79% lower than the second quarter of 2020. The second quarter of 2021 included provisions related to growth in credit card loans, partially offset by reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Operating expenses were $1.37 billion for the second quarter of 2021, 14% higher than the second quarter of 2020, primarily due to higher compensation and benefits expenses (reflecting strong performance).

Pre-tax

earnings were $312 million for the second quarter of 2021, compared with a

pre-tax

loss of $155 million for the second quarter of 2020.

Six Months Ended June 2021 versus June 2020.

Net revenues in Consumer & Wealth Management were $3.49 billion for the first half of 2021, 22% higher than the first half of 2020.

Net revenues in Wealth management were $2.75 billion, 19% higher than the first half of 2020, due to higher Management and other fees, primarily reflecting the impact of higher average assets under supervision, and significantly higher net revenues in Private banking and lending, primarily reflecting higher loan balances, while Incentive fees were lower.

Net revenues in Consumer banking were $734 million, 36% higher than the first half of 2020, reflecting higher deposit and credit card balances.

Provision for credit losses was $126 million for the first half of 2021, compared with $485 million for the first half of 2020. The first half of 2021 included provisions for portfolio growth in credit cards, including $185 million of provisions related to the pending acquisition of the General Motors

co-branded

portfolio, partially offset by reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first half of 2020.

Operating expenses were $2.87 billion for the first half of 2021, 17% higher than the first half of 2020, primarily due to significantly higher compensation and benefits expenses (reflecting strong performance).

Pre-tax

earnings were $491 million for the first half of 2021, compared with a

pre-tax

loss of $75 million for the first half of 2020.

Assets Under Supervision

AUS includes our institutional clients’ assets and assets sourced through third-party distributors (both included in our Asset Management segment), as well as

high-net-worth

clients’ assets (included in our Consumer & Wealth Management segment), where we earn a fee for managing assets on a discretionary basis. This includes net assets in our mutual funds, hedge funds, credit funds, private equity funds, real estate funds, and separately managed accounts for institutional and individual investors. AUS also includes client assets invested with third-party managers, private bank deposits and advisory relationships where we earn a fee for advisory and other services, but do not have investment discretion. AUS does not include the self-directed brokerage assets of our clients.

Goldman Sachs June 2021 Form 10-Q 116

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents information about our firmwide

period-end

AUS by segment, asset class, distribution channel, region and vehicle.

	As of June
$ in billions		2021	2020
Segment
Asset Management		$1,633	$1,499
Consumer & Wealth Management		672	558
Total AUS		$2,305	$2,057
Asset Class
Alternative investments		$     211	$   179
Equity		558	394
Fixed income		914	817
Total long-term AUS		1,683	1,390
Liquidity products		622	667
Total AUS		$2,305	$2,057
Distribution Channel
Institutional		$     794	$   709
Wealth management		672	558
Third-party distributed		839	790
Total AUS		$2,305	$2,057
Region
Americas		$1,794	$1,596
EMEA		336	289
Asia		175	172
Total AUS		$2,305	$2,057
Vehicle
Separate accounts		$1,264	$1,080
Public funds		759	752
Private funds and other		282	225
Total AUS		$2,305	$2,057

In the table above:

• Liquidity products includes money market funds and private bank deposits.

• EMEA represents Europe, Middle East and Africa.

Asset classes, such as alternative investment and equity assets, typically generate higher fees relative to fixed income and liquidity product assets. The average effective management fee (which excludes

non-asset-based

fees) we earned on our firmwide AUS was 29 basis points for both the three and six months ended June 2021, 29 basis points for the three months ended June 2020 and 30 basis points for the six months ended June 2020. The decrease from the first half of 2020 reflected the impact of fee waivers on money market funds in the first half of 2021.

We earn management fees on client assets that we manage and also receive incentive fees based on a percentage of a fund’s or a separately managed account’s return, or when the return exceeds a specified benchmark or other performance targets. These incentive fees are recognized when it is probable that a significant reversal of such fees will not occur. Our estimated unrecognized incentive fees were $2.58 billion as of June 2021 and $1.79 billion as of December 2020. Such amounts are based on the completion of the funds’ financial statements, which is generally one quarter in arrears. These fees will be recognized, assuming no decline in fair value, if and when it is probable that a significant reversal of such fees will not occur, which is generally when such fees are no longer subject to fluctuations in the market value of the assets.

The table below presents changes in our AUS.

	Three Months Ended June					Six Months Ended June
$ in billions		2021		2020			2021		2020
Asset Management
Beginning balance		$1,567		$1,309			$1,530		$1,298
Net inflows/(outflows):
Alternative investments		3		(2	)		6		(3	)
Equity		(5	)	3			(2	)	5
Fixed income		12		6			28		13
Total long-term AUS net inflows/(outflows)		10		7			32		15
Liquidity products		16		121			45		187
Total AUS net inflows/(outflows)		26		128			77		202
Net market appreciation/(depreciation)		40		62			26		(1	)
Ending balance		$1,633		$1,499			$1,633		$1,499
Consumer & Wealth Management
Beginning balance		$  637		$  509			$  615		$  561
Net inflows/(outflows):
Alternative investments		5		–			7		–
Equity		8		(1	)		19		–
Fixed income		(1	)	–			1		(8	)
Total long-term AUS net inflows/(outflows)		12		(1	)		27		(8	)
Liquidity products		–		12			(6	)	18
Total AUS net inflows/(outflows)		12		11			21		10
Net market appreciation/(depreciation)		23		38			36		(13	)
Ending balance		$  672		$  558			$  672		$  558
Firmwide
Beginning balance		$2,204		$1,818			$2,145		$1,859
Net inflows/(outflows):
Alternative investments		8		(2	)		13		(3	)
Equity		3		2			17		5
Fixed income		11		6			29		5
Total long-term AUS net inflows/(outflows)		22		6			59		7
Liquidity products		16		133			39		205
Total AUS net inflows/(outflows)		38		139			98		212
Net market appreciation/(depreciation)		63		100			62		(14	)
Ending balance		$2,305		$2,057			$2,305		$2,057

The table below presents information about our average monthly firmwide AUS by segment and asset class.

	Average for the
	Three Months Ended June			Six Months Ended June
$ in billions		2021	2020		2021	2020
Segment
Asset Management		$1,607	$1,426		$1,571	$1,368
Consumer & Wealth Management		657	536		640	546
Total AUS		$2,264	$1,962		$2,211	$1,914
Asset Class
Alternative investments		$  203	$  179		$  199	$  181
Equity		540	369		514	387
Fixed income		902	793		900	799
Total long-term AUS		1,645	1,341		1,613	1,367
Liquidity products		619	621		598	547
Total AUS		$2,264	$1,962		$2,211	$1,914

In addition to our AUS, we have discretion over alternative investments where we currently do not earn management fees

(non-fee-earning

alternative assets).

117 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents information about our AUS for alternative assets,

non-fee-earning

alternative assets and total alternative assets.

$ in billions	AUS	Non-fee-earning alternative assets	Total alternative assets
As of June 2021
Corporate equity	$  86	$  68	$154
Credit	21	77	98
Real estate	19	44	63
Hedge funds and multi-asset	85	1	86
Other	–	1	1
Total	$211	$191	$402
As of June 2020
Corporate equity	$  79	$  40	$119
Credit	15	53	68
Real estate	14	43	57
Hedge funds and multi-asset	71	1	72
Other	–	1	1
Total	$179	$138	$317

In the table above:

• Corporate equity primarily includes private equity.

• Total alternative assets included uncalled capital that is available for future investing of $47 billion as of June 2021 and $31 billion as of June 2020.

• Non-fee-earning alternative assets primarily includes investments that we hold on our balance sheet, our unfunded commitments, unfunded commitments of our clients (where we do not charge fees on commitments), credit facilities collateralized by fund assets and employee funds. Our calculation of non-fee-earning alternative assets may not be comparable to similar calculations used by other companies.

In the beginning of 2020, we announced a strategic objective of growing our third-party alternatives business, and established targets of achieving net inflows of $100 billion and gross inflows of $150 billion for alternative assets over five years.

The table below presents information about third-party commitments raised in our alternatives business during 2020 and through the second quarter of 2021.

$ in billions	As of June 2021
Included in AUS	$36
Included in non-fee-earning alternative assets	38
Third-party commitments raised	$74

In the table above, commitments included in

non-fee-earning

alternative assets included approximately $28 billion which will begin to earn fees (and become AUS), if and when the commitments are drawn and assets are invested.

The table below presents information about alternative investments in our Asset Management segment that we hold on our balance sheet.

$ in billions	Loans	Debt securities	Equity securities	CIE investments and other	Total
As of June 2021
Corporate equity	$ –	$ –	$17	$ –	$17
Credit	8	12	–	–	20
Real estate	8	2	4	18	32
Other	–	–	–	1	1
Total	$16	$14	$21	$19	$70
As of June 2020
Corporate equity	$  –	$  –	$16	$  –	$16
Credit	8	11	–	–	19
Real estate	8	2	4	20	34
Other	–	–	–	1	1
Total	$16	$13	$20	$21	$70

Loans and Debt Securities.

The table below presents the concentration of loans and debt securities within our alternative investments by accounting classification, region and industry.

	As of June
$ in billions		2021	2020
Loans		$16	$16
Debt securities		14	13
Total		$30	$29
Accounting Classification
Debt securities at fair value		46%	44%
Loans at amortized cost		43%	43%
Loans at fair value		11%	13%
Total		100%	100%
Region
Americas		45%	46%
EMEA		34%	32%
Asia		21%	22%
Total		100%	100%
Industry
Consumers		4%	6%
Financial Institutions		8%	8%
Healthcare		8%	8%
Industrials		15%	15%
Natural Resources & Utilities		3%	4%
Real Estate		36%	34%
Technology, Media & Telecommunications		15%	13%
Other		11%	12%
Total		100%	100%

Goldman Sachs June 2021 Form 10-Q 118

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Equity.

The table below presents the concentration of equity securities within our alternative investments by region and industry.

	As of June
$ in billions		2021	2020
Equity securities		$21	$20
Region
Americas		52%	48%
EMEA		21%	16%
Asia		27%	36%
Total		100%	100%
Industry
Financial Institutions		19%	28%
Healthcare		13%	6%
Industrials		7%	7%
Natural Resources & Utilities		8%	7%
Real Estate		17%	18%
Technology, Media & Telecommunications		29%	27%
Other		7%	7%
Total		100%	100%

The table below presents the concentration of equity securities within our alternative investments by vintage.

	Vintage
As of June 2021
2014 or earlier	26%
2015 - 2017	32%
2018 - thereafter	42%
Total	100%
As of June 2020
2013 or earlier	37%
2014 - 2016	33%
2017 - thereafter	30%
Total	100%

In the table above:

• Equity securities included $17 billion of private equity positions as of both June 2021 and June 2020, $4 billion as of June 2021 and $3 billion as of June 2020 of public equity positions that converted from private equity upon the initial public offerings of the underlying companies.

• The concentrations for real estate equity securities as of June 2021 were 3% for multifamily (3% as of June 2020), 4% for office (3% as of June 2020), 5% for mixed use (5% as of June 2020) and 5% for other real estate equity securities (7% as of June 2020).

CIE Investments and Other.

CIE investments and other included assets held by CIEs of $18 billion as of June 2021 and $20 billion as of June 2020, which were funded with liabilities of approximately $10 billion as of June 2021 and $11 billion as of June 2020. Substantially all such liabilities were nonrecourse, thereby reducing our equity at risk.

The table below presents the concentration of CIE assets, net of financings, within our alternative investments by region and asset class.

	As of June
$ in billions		2021	2020
CIE assets, net of financings		$8	$9
Region
Americas		63%	61%
EMEA		25%	20%
Asia		12%	19%
Total		100%	100%
Asset Class
Hospitality		4%	4%
Industrials		10%	7%
Multifamily		25%	25%
Office		24%	29%
Retail		5%	7%
Senior Housing		13%	11%
Student Housing		7%	8%
Other		12%	9%
Total		100%	100%

The table below presents the concentration of CIE assets, net of financings, within our alternative investments by vintage.

	Vintage
As of June 2021
2014 or earlier	2%
2015 - 2017	29%
2018 - thereafter	69%
Total	100%
As of June 2020
2013 or earlier	2%
2014 - 2016	36%
2017 - thereafter	62%
Total	100%

Geographic Data

See Note 25 to the consolidated financial statements for a summary of our total net revenues and

pre-tax

earnings by geographic region.

119 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Balance Sheet and Funding Sources

Balance Sheet Management

One of our risk management disciplines is our ability to manage the size and composition of our balance sheet. While our asset base changes due to client activity, market fluctuations and business opportunities, the size and composition of our balance sheet also reflects factors, including (i) our overall risk tolerance, (ii) the amount of equity capital we hold and (iii) our funding profile, among other factors. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for information about our equity capital management process.

Although our balance sheet fluctuates on a

day-to-day

basis, our total assets at

quarter-end

and

year-end

dates are generally not materially different from those occurring within our reporting periods.

In order to ensure appropriate risk management, we seek to maintain a sufficiently liquid balance sheet and have processes in place to dynamically manage our assets and liabilities, which include (i) balance sheet planning, (ii) balance sheet limits, (iii) monitoring of key metrics and (iv) scenario analyses.

Balance Sheet Planning.

We prepare a balance sheet plan that combines our projected total assets and composition of assets with our expected funding sources over a three-year time horizon. This plan is reviewed quarterly and may be adjusted in response to changing business needs or market conditions. The objectives of this planning process are:

• To develop our balance sheet projections, taking into account the general state of the financial markets and expected business activity levels, as well as regulatory requirements;

• To allow Treasury and our independent risk oversight and control functions to objectively evaluate balance sheet limit requests from our revenue-producing units in the context of our overall balance sheet constraints, including our liability profile and equity capital levels, and key metrics; and

• To inform the target amount, tenor and type of funding to raise, based on our projected assets and contractual maturities.

Treasury and our independent risk oversight and control functions, along with our revenue-producing units, review current and prior period information and expectations for the year to prepare our balance sheet plan. The specific information reviewed includes asset and liability size and composition, limit utilization, risk and performance measures, and capital usage.

Our consolidated balance sheet plan, including our balance sheets by business, funding projections and projected key metrics, is reviewed and approved by the Firmwide Asset Liability Committee and the Risk Governance Committee. See “Risk Management — Overview and Structure of Risk Management” for an overview of our risk management structure.

Balance Sheet Limits.

The Firmwide Asset Liability Committee and the Risk Governance Committee have the responsibility to review and approve balance sheet limits. These limits are set at levels which are close to actual operating levels, rather than at levels which reflect our maximum risk appetite, in order to ensure prompt escalation and discussion among our revenue-producing units, Treasury and our independent risk oversight and control functions on a routine basis. Requests for changes in limits are evaluated after giving consideration to their impact on our key metrics. Compliance with limits is monitored by our revenue-producing units and Treasury, as well as our independent risk oversight and control functions.

Monitoring of Key Metrics.

We monitor key balance sheet metrics both by business and on a consolidated basis, including asset and liability size and composition, limit utilization and risk measures. We allocate assets to businesses and review and analyze movements resulting from new business activity, as well as market fluctuations.

Scenario Analyses.

We conduct various scenario analyses, including as part of the Comprehensive Capital Analysis and Review (CCAR) and U.S. Dodd-Frank Wall Street Reform and Consumer Protection Act Stress Tests (DFAST), as well as our resolution and recovery planning. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for further information about these scenario analyses. These scenarios cover short- and long-term time horizons using various macroeconomic and firm-specific assumptions, based on a range of economic scenarios. We use these analyses to assist us in developing our longer-term balance sheet management strategy, including the level and composition of assets, funding and equity capital. Additionally, these analyses help us develop approaches for maintaining appropriate funding, liquidity and capital across a variety of situations, including a severely stressed environment.

Goldman Sachs June 2021 Form 10-Q 120

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Balance Sheet Analysis and Metrics

As of June 2021, total assets in our consolidated balance sheets were $1.39 trillion, an increase of $224.89 billion from December 2020, primarily reflecting increases in collateralized agreements of $100.16 billion (primarily reflecting the impact of our and our clients’ activities), cash and cash equivalents of $84.45 billion (primarily reflecting our activity), and customer and other receivables of $40.76 billion (primarily reflecting client activity).

As of June 2021, total liabilities in our consolidated balance sheets were $1.29 trillion, an increase of $218.94 billion from December 2020, primarily reflecting increases in customer and other payables of $48.04 billion (primarily reflecting client activity), deposits of $46.18 billion (primarily reflecting increases in institutional, transaction banking, consumer and deposit sweep programs deposits), trading liabilities of $45.37 billion (primarily reflecting the impact of our and our clients’ activities in government obligations and equities, partially offset by the impact of interest rates and currency movements on derivative instruments), collateralized financings of $43.54 billion (primarily reflecting the impact of our and our clients’ activities), and unsecured borrowings of $34.32 billion (primarily driven by new issuances partially offset by maturities).

Our total securities sold under agreements to repurchase (repurchase agreements), accounted for as collateralized financings, were $151.69 billion as of June 2021 and $126.57 billion as of December 2020, which were 7% higher as of June 2021 and 24% higher as of December 2020 than the average daily amount of repurchase agreements over the respective quarters. As of June 2021, the increase in our repurchase agreements relative to the average daily amount of repurchase agreements during the quarter resulted from higher levels of our and our clients’ activities at the end of the period.

The level of our repurchase agreements fluctuates between and within periods, primarily due to providing clients with access to highly liquid collateral, such as liquid government and agency obligations, through collateralized financing activities.

The table below presents information about our balance sheet and leverage ratios.

	As of
$ in millions		June 2021	December 2020
Total assets		$1,387,922	$1,163,028
Unsecured long-term borrowings		$     238,930	$   213,481
Total shareholders’ equity		$     101,890	$     95,932
Leverage ratio		13.6x	12.1x
Debt-to-equity ratio		2.3x	2.2x

In the table above:

• The leverage ratio equals total assets divided by total shareholders’ equity and measures the proportion of equity and debt we use to finance assets. This ratio is different from the leverage ratios included in Note 20 to the consolidated financial statements.

• The debt-to-equity ratio equals unsecured long-term borrowings divided by total shareholders’ equity.

The table below presents information about our shareholders’ equity and book value per common share, including the reconciliation of common shareholders’ equity to tangible common shareholders’ equity.

	As of
$ in millions, except per share amounts		June 2021		December 2020
Total shareholders’ equity		$101,890		$ 95,932
Preferred stock		(9,203	)	(11,203	)
Common shareholders’ equity		92,687		84,729
Goodwill		(4,332	)	(4,332	)
Identifiable intangible assets		(523	)	(630	)
Tangible common shareholders’ equity		$  87,832		$ 79,767
Book value per common share		$  264.90		$ 236.15
Tangible book value per common share		$  251.02		$ 222.32

In the table above:

• Tangible common shareholders’ equity is calculated as total shareholders’ equity less preferred stock, goodwill and identifiable intangible assets. We believe that tangible common shareholders’ equity is meaningful because it is a measure that we and investors use to assess capital adequacy. Tangible common shareholders’ equity is a non-GAAP measure and may not be comparable to similar non-GAAP measures used by other companies.

• Book value per common share and tangible book value per common share are based on common shares outstanding and restricted stock units granted to employees with no future service requirements and not subject to performance conditions (collectively, basic shares) of 349.9 million as of June 2021 and 358.8 million as of December 2020. We believe that tangible book value per common share (tangible common shareholders’ equity divided by basic shares) is meaningful because it is a measure that we and investors use to assess capital adequacy. Tangible book value per common share is a non-GAAP measure and may not be comparable to similar non-GAAP measures used by other companies.

121 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Funding Sources

Our primary sources of funding are deposits, collateralized financings, unsecured short- and long-term borrowings, and shareholders’ equity. We seek to maintain broad and diversified funding sources globally across products, programs, markets, currencies and creditors to avoid funding concentrations.

The table below presents information about our funding sources.

	As of
$ in millions		June 2021		December 2020
Deposits		$306,142	33%	$259,962	33%
Collateralized financings		217,482	23%	173,947	22%
Unsecured short-term borrowings		61,740	7%	52,870	6%
Unsecured long-term borrowings		238,930	26%	213,481	27%
Total shareholders’ equity		101,890	11%	95,932	12%
Total		$926,184	100%	$796,192	100%

Our funding is primarily raised in U.S. dollar, Euro, British pound and Japanese yen. We generally distribute our funding products through our own sales force and third-party distributors to a large, diverse creditor base in a variety of markets in the Americas, Europe and Asia. We believe that our relationships with our creditors are critical to our liquidity. Our creditors include banks, governments, securities lenders, corporations, pension funds, insurance companies, mutual funds and individuals. We have imposed various internal guidelines to monitor creditor concentration across our funding programs.

Deposits.

Our deposits provide us with a diversified source of funding and reduce our reliance on wholesale funding. We raise deposits, including savings, demand and time deposits, from private bank clients, consumers, transaction banking clients, other institutional clients, and through internal and third-party broker-dealers. Substantially all of our deposits are raised through GS Bank USA and GSIB. See Note 13 to the consolidated financial statements for further information about our deposits.

Secured Funding.

We fund a significant amount of inventory and a portion of investments on a secured basis. Secured funding includes collateralized financings in the consolidated balance sheets. We may also pledge our inventory and investments as collateral for securities borrowed under a securities lending agreement. We also use our own inventory and investments to cover transactions in which we or our clients have sold securities that have not yet been purchased. Secured funding is less sensitive to changes in our credit quality than unsecured funding, due to our posting of collateral to our lenders. Nonetheless, we analyze the refinancing risk of our secured funding activities, taking into account trade tenors, maturity profiles, counterparty concentrations, collateral eligibility and counterparty rollover probabilities. We seek to mitigate our refinancing risk by executing term trades with staggered maturities, diversifying counterparties, raising excess secured funding and

pre-funding

residual risk through our GCLA.

We seek to raise secured funding with a term appropriate for the liquidity of the assets that are being financed, and we seek longer maturities for secured funding collateralized by asset classes that may be harder to fund on a secured basis, especially during times of market stress. Our secured funding, excluding funding collateralized by liquid government and agency obligations, is primarily executed for tenors of one month or greater and is primarily executed through term repurchase agreements and securities loaned contracts.

The weighted average maturity of our secured funding included in collateralized financings in the consolidated balance sheets, excluding funding that can only be collateralized by liquid government and agency obligations, exceeded 120 days as of June 2021.

Assets that may be harder to fund on a secured basis during times of market stress include certain financial instruments in the following categories: mortgage and other asset-backed loans and securities,

non-investment-grade

corporate debt securities, equity securities and emerging market securities. Assets that are classified in level 3 of the fair value hierarchy are generally funded on an unsecured basis. See Notes 4 through 10 to the consolidated financial statements for further information about the classification of financial instruments in the fair value hierarchy and “Unsecured Long-Term Borrowings” below for further information about the use of unsecured long-term borrowings as a source of funding.

We also raise financing through other types of collateralized financings, such as secured loans and notes. GS Bank USA has access to funding from the Federal Home Loan Bank. Our outstanding borrowings against the Federal Home Loan Bank were $1.60 billion as of June 2021 and we had no outstanding borrowings as of December 2020. Additionally, we have access to funding through the Federal Reserve discount window. However, we do not rely on this funding in our liquidity planning and stress testing.

Unsecured Short-Term Borrowings.

A significant portion of our unsecured short-term borrowings was originally long-term debt that is scheduled to mature within one year of the reporting date. We use unsecured short-term borrowings, including U.S. and

non-U.S.

hybrid financial instruments and commercial paper, to finance liquid assets and for other cash management purposes. In accordance with regulatory requirements, Group Inc. does not issue debt with an original maturity of less than one year, other than to its subsidiaries. See Note 14 to the consolidated financial statements for further information about our unsecured short-term borrowings.

Goldman Sachs June 2021 Form 10-Q 122

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Unsecured Long-Term Borrowings.

Unsecured long-term borrowings, including structured notes, are raised through syndicated U.S. registered offerings, U.S. registered and Rule 144A medium-term note programs, offshore medium-term note offerings and other debt offerings. We issue in different tenors, currencies and products to maximize the diversification of our investor base.

The table below presents our quarterly unsecured long-term borrowings maturity profile.

$ in millions	First Quarter	Second Quarter	Third Quarter	Fourth Quarter	Total
As of June 2021
2022	$         –	$       –	$8,115	$6,467	$  14,582
2023	$14,459	$7,121	$8,476	$7,511	37,567
2024	$  8,657	$9,369	$7,858	$3,493	29,377
2025	$  7,044	$9,681	$5,739	$5,554	28,018
2026	$  6,315	$3,705	$5,363	$6,043	21,426
2027 - thereafter					107,960
Total					$238,930

The weighted average maturity of our unsecured long-term borrowings as of June 2021 was approximately seven years. To mitigate refinancing risk, we seek to limit the principal amount of debt maturing over the course of any monthly, quarterly or annual time horizon. We enter into interest rate swaps to convert a portion of our unsecured long-term borrowings into floating-rate obligations to manage our exposure to interest rates. See Note 14 to the consolidated financial statements for further information about our unsecured long-term borrowings.

Shareholders’ Equity.

Shareholders’ equity is a stable and perpetual source of funding. See Note 19 to the consolidated financial statements for further information about our shareholders’ equity.

Equity Capital Management and Regulatory Capital

Capital adequacy is of critical importance to us. We have in place a comprehensive capital management policy that provides a framework, defines objectives and establishes guidelines to assist us in maintaining the appropriate level and composition of capital in both

business-as-usual

and stressed conditions.

Equity Capital Management

We determine the appropriate amount and composition of our equity capital by considering multiple factors, including our current and future regulatory capital requirements, the results of our capital planning and stress testing process, the results of resolution capital models and other factors, such as rating agency guidelines, subsidiary capital requirements, the business environment and conditions in the financial markets.

We manage our capital requirements and the levels of our capital usage principally by setting limits on the balance sheet and/or limits on risk, in each case at both the firmwide and business levels.

We principally manage the level and composition of our equity capital through issuances and repurchases of our common stock.

We may issue, redeem or repurchase our preferred stock, junior subordinated debt issued to trusts, and other subordinated debt or other forms of capital as business conditions warrant. Prior to such redemptions or repurchases, we must receive approval from the Board of Governors of the Federal Reserve System (FRB). See Notes 14 and 19 to the consolidated financial statements for further information about our preferred stock, junior subordinated debt issued to trusts and other subordinated debt.

Capital Planning and Stress Testing Process.

As part of capital planning, we project sources and uses of capital given a range of business environments, including stressed conditions. Our stress testing process is designed to identify and measure material risks associated with our business activities, including market risk, credit risk and operational risk, as well as our ability to generate revenues.

Our capital planning process incorporates an internal capital adequacy assessment with the objective of ensuring that we are appropriately capitalized relative to the risks in our businesses. We incorporate stress scenarios into our capital planning process with a goal of holding sufficient capital to ensure we remain adequately capitalized after experiencing a severe stress event. Our assessment of capital adequacy is viewed in tandem with our assessment of liquidity adequacy and is integrated into our overall risk management structure, governance and policy framework.

123 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Our stress tests incorporate our internally designed stress scenarios, including our internally developed severely adverse scenario, and those required by the FRB, and are designed to capture our specific vulnerabilities and risks. We provide further information about our stress test processes and a summary of the results on our website as described in “Available Information.”

As required by the FRB’s CCAR rules, we submit an annual capital plan for review by the FRB. The purpose of the FRB’s review is to ensure that we have a robust, forward-looking capital planning process that accounts for our unique risks and that permits continued operation during times of economic and financial stress.

The FRB evaluates us based, in part, on whether we have the capital necessary to continue operating under the baseline and severely adverse scenarios provided by the FRB and those developed internally. This evaluation also takes into account our process for identifying risk, our controls and governance for capital planning, and our guidelines for making capital planning decisions. In addition, the FRB evaluates our plan to make capital distributions (i.e., dividend payments and repurchases or redemptions of stock, subordinated debt or other capital securities) and issue capital, across the range of macroeconomic scenarios and firm-specific assumptions. The FRB determines the SCB applicable to us based on its own annual stress test. The SCB under the Standardized approach is calculated as (i) the difference between our starting and minimum projected CET1 capital ratios under the supervisory severely adverse scenario and (ii) our planned common stock dividends for each of the fourth through seventh quarters of the planning horizon, expressed as a percentage of risk-weighted assets (RWAs).

We submitted our 2021 CCAR capital plan in April 2021 and published a summary of our annual DFAST results in June 2021. See “Available Information.” Based on our 2021 CCAR submission, the FRB has reduced our SCB from 6.6% to 6.4%, resulting in a Standardized CET1 capital ratio requirement of 13.4%, which will be effective for the period from October 1, 2021 through September 30, 2022. See “Share Repurchase Program” for further information about common stock repurchases and dividends.

GS Bank USA has its own capital planning process and, starting in 2022, will be required to submit its annual stress test results to the FRB. GSI, GSIB and Goldman Sachs Bank Europe SE (GSBE) also have their own capital planning and stress testing process, which incorporates internally designed stress tests developed in accordance with the guidelines of their respective regulators.

Contingency Capital Plan.

As part of our comprehensive capital management policy, we maintain a contingency capital plan. Our contingency capital plan provides a framework for analyzing and responding to a perceived or actual capital deficiency, including, but not limited to, identification of drivers of a capital deficiency, as well as mitigants and potential actions. It outlines the appropriate communication procedures to follow during a crisis period, including internal dissemination of information, as well as timely communication with external stakeholders.

Capital Attribution.

We assess each of our businesses’ capital usage based on our internal assessment of risks, which incorporates an attribution of our relevant regulatory capital requirements. These regulatory capital requirements are allocated using our attributed equity framework, which takes into consideration our most binding capital constraints. Our most binding capital constraint is based on the results of the FRB’s annual stress test, which includes the Standardized risk-based capital and leverage ratios. We review and make any necessary adjustments to our attributed equity framework each year, in January, to reflect our final CCAR results from the prior year.

On January 1, 2021, we adjusted our attributed equity framework to reflect the results of our 2020 CCAR submission. The adjusted attributed equity framework places greater emphasis on activities that generate significant stress losses and higher Standardized risk weights. As a result of this adjustment, relative to the allocation as of December 2020, the allocation of attributed equity among our segments at the start of this year changed as follows: attributed equity increased by approximately $3.7 billion for Asset Management and approximately $0.7 billion for Consumer & Wealth Management, while attributed equity decreased by approximately $2.3 billion for Global Markets and approximately $2.1 billion for Investment Banking. See “Segment Assets and Operating Results — Segment Operating Results” for information about our average quarterly attributed equity by segment.

Share Repurchase Program.

We use our share repurchase program to help maintain the appropriate level of common equity. The repurchase program is effected primarily through regular open-market purchases (which may include repurchase plans designed to comply with

Rule 10b5-1

and accelerated share repurchases), the amounts and timing of which are determined primarily by our current and projected capital position and our capital plan submitted to the FRB as part of CCAR. The amounts and timing of the repurchases may also be influenced by general market conditions and the prevailing price and trading volumes of our common stock.

Goldman Sachs June 2021 Form 10-Q 124

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

During the first half of 2021, large bank holding companies (BHCs) were subject to the

COVID-19-related

restrictions by the FRB that limited the amount of stock repurchases and common stock dividends to the average net income of the BHC over the prior four quarters and precluded BHCs from increasing common stock dividends. These restrictions ceased on July 1, 2021. During the second quarter of 2021, we returned a total of $1.44 billion to shareholders, including common stock repurchases of $1.0 billion and $441 million in common stock dividends. Consistent with our capital management philosophy and in recognition of attractive capital deployment opportunities, we lowered our stock repurchases in the second quarter of 2021 compared with the first quarter of 2021. The Board of Directors of Group Inc. (Board) approved an increase in our common stock dividend from $1.25 to $2.00 per share beginning in the third quarter of 2021. We will continue deploying capital in our business where returns are attractive.

As of June 2021, the remaining share authorization under our existing repurchase program was 38.1 million shares. See “Unregistered Sales of Equity Securities and Use of Proceeds” in Part II, Item 2 of this

Form 10-Q

and Note 19 to the consolidated financial statements for further information about our share repurchase program, and see above for information about our capital planning and stress testing process.

Resolution Capital Models.

In connection with our resolution planning efforts, we have established a Resolution Capital Adequacy and Positioning framework, which is designed to ensure that our major subsidiaries (GS Bank USA, Goldman Sachs & Co. LLC (GS&Co.), GSI, GSIB, GSBE, Goldman Sachs Japan Co., Ltd. (GSJCL), Goldman Sachs Asset Management, L.P. and Goldman Sachs Asset Management International) have access to sufficient loss-absorbing capacity (in the form of equity, subordinated debt and unsecured senior debt) so that they are able to wind-down following a Group Inc. bankruptcy filing in accordance with our preferred resolution strategy.

In addition, we have established a triggers and alerts framework, which is designed to provide the Board with information needed to make an informed decision on whether and when to commence bankruptcy proceedings for Group Inc.

Rating Agency Guidelines

The credit rating agencies assign credit ratings to the obligations of Group Inc., which directly issues or guarantees substantially all of our senior unsecured debt obligations. GS&Co. and GSI have been assigned long- and short-term issuer ratings by certain credit rating agencies. GS Bank USA, GSIB and GSBE have also been assigned long- and short-term issuer ratings, as well as ratings on their long- and short-term bank deposits. In addition, credit rating agencies have assigned ratings to debt obligations of certain other subsidiaries of Group Inc.

The level and composition of our equity capital are among the many factors considered in determining our credit ratings. Each agency has its own definition of eligible capital and methodology for evaluating capital adequacy, and assessments are generally based on a combination of factors rather than a single calculation. See “Risk Management — Liquidity Risk Management — Credit Ratings” for further information about credit ratings of Group Inc., GS Bank USA, GSIB, GSBE, GS&Co. and GSI.

Consolidated Regulatory Capital

We are subject to consolidated regulatory capital requirements which are calculated in accordance with the regulations of the FRB (Capital Framework). Under the Capital Framework, we are an “Advanced approach” banking organization and have been designated as a global systemically important bank

(G-SIB).

The capital requirements calculated under the Capital Framework include the capital conservation buffer requirements, which are comprised of a 2.5% buffer (under the Advanced Capital Rules), the SCB (under the Standardized Capital Rules), a countercyclical capital buffer (under both Capital Rules) and the

G-SIB

surcharge (under both Capital Rules). Our

G-SIB

surcharge is 2.5% for 2021 and 2022. We expect that our

G-SIB

surcharge will be 3.0% beginning in 2023. Based on financial data for the six months ended June 2021, our current estimate is that we are above the threshold for the 3.5%

G-SIB

surcharge. The earliest this surcharge could be effective is January 2024. The

G-SIB

surcharge and countercyclical capital buffer in the future may differ due to additional guidance from our regulators and/or positional changes, and our SCB is likely to change from year to year based on the results of the annual supervisory stress tests. Our target Standardized CET1 capital ratio remains in a range between 13.0% and 13.5% (including management buffers) based upon the execution of our previously announced strategic initiatives and achievement of capital efficiencies. However, in light of our most recent SCB based on our 2021 CCAR submission, achieving this target by year-end 2022 will be challenging.

See Note 20 to the consolidated financial statements for further information about our risk-based capital ratios and leverage ratios, and the Capital Framework.

Total Loss-Absorbing Capacity (TLAC)

We are also subject to the FRB’s TLAC and related requirements. Failure to comply with the TLAC and related requirements could result in restrictions being imposed by the FRB and could limit our ability to repurchase shares, pay dividends and make certain discretionary compensation payments.

125 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents TLAC and external long-term debt requirements.

	As of
		June 2021	December 2020
TLAC to RWAs		21.5%	22.0%
TLAC to leverage exposure		9.5%	9.5%
External long-term debt to RWAs		8.5%	8.5%
External long-term debt to leverage exposure		4.5%	4.5%

In the table above:

• As of both June 2021 and December 2020, the TLAC to RWAs requirement included (i) the 18% minimum, (ii) the 2.5% buffer, (iii) the countercyclical capital buffer, which the FRB has set to zero percent and (iv) the G-SIB surcharge (Method 1). The G-SIB surcharge (Method 1) was 1.0% as of June 2021 and 1.5% as of December 2020.

• The TLAC to leverage exposure requirement includes (i) the 7.5% minimum and (ii) the 2.0% leverage exposure buffer.

• The external long-term debt to RWAs requirement includes (i) the 6% minimum and (ii) the 2.5% G-SIB surcharge (Method 2).

• The external long-term debt to total leverage exposure is the 4.5% minimum.

The table below presents information about our TLAC and external long-term debt ratios.

	For the Three Months Ended or as of
$ in millions		June 2021	December 2020
TLAC		$  277,114	$  242,730
External long-term debt		$  164,500	$  139,200
RWAs		$  667,143	$  609,750
Leverage exposure		$1,777,441	$1,332,937
TLAC to RWAs		41.5%	39.8%
TLAC to leverage exposure		15.6%	18.2%
External long-term debt to RWAs		24.7%	22.8%
External long-term debt to leverage exposure		9.3%	10.4%

In the table above:

• TLAC includes common and preferred stock, and eligible long-term debt issued by Group Inc. Eligible long-term debt represents unsecured debt, which has a remaining maturity of at least one year and satisfies additional requirements.

• External long-term debt consists of eligible long-term debt subject to a haircut if it is due to be paid between one and two years.

• RWAs represent Advanced RWAs as of both June 2021 and December 2020. In accordance with the TLAC rules, the higher of Advanced or Standardized RWAs are used in the calculation of TLAC and external long-term debt ratios and applicable requirements.

• Leverage exposure consists of average adjusted total assets and certain off-balance sheet exposures. Leverage exposure excluded average holdings of U.S. Treasury securities and average deposits at the Federal Reserve as permitted by the FRB under a temporary amendment. This temporary amendment had the effect of increasing the TLAC to leverage exposure ratio and the external long-term debt to leverage ratio. The impact of this temporary amendment was an increase to the TLAC to leverage exposure ratio of 2.4 percentage points and the external long-term debt to leverage exposure ratio of 1.3 percentage points for the three months ended December 2020. Effective April 1, 2021, the amendment permitting this exclusion expired and, as a result, the TLAC and external long-term debt to leverage exposure ratios for the three months ended June 2021 did not reflect the impact of the temporary amendment to exclude the holdings of such assets.

See “Business — Regulation” in Part I, Item 1 of the 2020

Form 10-K

for further information about TLAC.

Subsidiary Capital Requirements

Many of our subsidiaries, including our bank and broker-dealer subsidiaries, are subject to separate regulation and capital requirements of the jurisdictions in which they operate.

Bank Subsidiaries.

GS Bank USA is our primary U.S. banking subsidiary and GSIB and GSBE are our primary

non-U.S.

banking subsidiaries. These entities are subject to regulatory capital requirements. See Note 20 to the consolidated financial statements for further information about the regulatory capital requirements of our bank subsidiaries.

U.S. Regulated Broker-Dealer Subsidiaries.

GS&Co. is our primary U.S. regulated broker-dealer subsidiary and is subject to regulatory capital requirements, including those imposed by the SEC and the Financial Industry Regulatory Authority, Inc. In addition, GS&Co. is a registered futures commission merchant and is subject to regulatory capital requirements imposed by the CFTC, the Chicago Mercantile Exchange and the National Futures Association.

Rule 15c3-1

of the SEC and Rule 1.17 of the CFTC specify uniform minimum net capital requirements, as defined, for their registrants, and also effectively require that a significant part of the registrants’ assets be kept in relatively liquid form. GS&Co. has elected to calculate its minimum capital requirements in accordance with the “Alternative Net Capital Requirement” as permitted by

Rule 15c3-1.

Goldman Sachs June 2021 Form 10-Q 126

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

GS&Co. had regulatory net capital, as defined by

Rule 15c3-1,

of $19.96 billion as of June 2021 and $22.38 billion as of December 2020, which exceeded the amount required by $15.76 billion as of June 2021 and $18.45 billion as of December 2020. In addition to its alternative minimum net capital requirements, GS&Co. is also required to hold tentative net capital in excess of $1 billion and net capital in excess of $500 million in accordance with the market and credit risk standards of Appendix E of

Rule 15c3-1.

GS&Co. is also required to notify the SEC in the event that its tentative net capital is less than $5 billion. As of both June 2021 and December 2020, GS&Co. had tentative net capital and net capital in excess of both the minimum and the notification requirements.

Non-U.S.

Regulated Broker-Dealer Subsidiaries.

Our principal

non-U.S.

regulated broker-dealer subsidiaries include GSI and GSJCL.

GSI, our U.K. broker-dealer, is regulated by the Prudential Regulation Authority (PRA) and the Financial Conduct Authority (FCA).GSI is subject to the U.K. capital framework, which is predominantly aligned with the E.U. capital framework prescribed in the amended E.U. Capital Requirements Directive (CRD) and the E.U. Capital Requirements Regulation (CRR). These capital regulations are largely based on the Basel Committee on Banking Supervision’s (Basel Committee) capital framework for strengthening international capital standards (Basel III).

The table below presents GSI’s risk-based capital requirements.

	As of
		June 2021	December 2020
Risk-based capital requirements
CET1 capital ratio		8.1%	8.1%
Tier 1 capital ratio		10.0%	10.0%
Total capital ratio		12.5%	12.5%

In the table above, the risk-based capital requirements incorporate capital guidance received from the PRA and could change in the future.

The table below presents information about GSI’s risk-based capital ratios.

	As of
$ in millions		June 2021	December 2020
Risk-based capital and risk-weighted assets
CET1 capital		$  27,724	$  26,962
Tier 1 capital		$  36,024	$  35,262
Tier 2 capital		$    5,377	$    5,377
Total capital		$  41,401	$  40,639
RWAs		$261,344	$252,355
Risk-based capital ratios
CET1 capital ratio		10.6%	10.7%
Tier 1 capital ratio		13.8%	14.0%
Total capital ratio		15.8%	16.1%

In the table above, CET1 capital, Tier 1 capital and Total capital as of June 2021 include GSI’s profits after foreseeable charges for the three months ended June 2021 (which will be finalized upon verification by GSI’s external auditors and approval by the PRA for inclusion in risk-based capital). These profits contributed approximately 17 basis points to the risk-based capital ratios.

GSI will become subject to a

PRA-required

leverage ratio that is expected to become effective in January 2022 and is similar to the E.U. capital framework’s minimum 3% leverage ratio requirement. GSI had a leverage ratio of 4.2% as of June 2021 and 4.7% as of December 2020. Tier 1 capital as of June 2021 included GSI’s profits after foreseeable charges for the three months ended June 2021 (which will be finalized upon verification by GSI’s external auditors and approval by the PRA for inclusion in risk-based capital). These profits contributed approximately 5 basis points to the leverage ratio. This leverage ratio is based on our current interpretation and understanding of this rule and may evolve as we discuss the interpretation and application of the U.K. leverage ratio framework with GSI’s regulators.

GSI is also subject to a minimum requirement for own funds and eligible liabilities issued to affiliates. This requirement is subject to a transitional period which began to phase in from January 2019 and will become fully effective beginning in January 2022. As of both June 2021 and December 2020, GSI was in compliance with this requirement.

GSJCL, our Japanese broker-dealer, is regulated by Japan’s Financial Services Agency. GSJCL and certain other

non-U.S.

subsidiaries are also subject to capital requirements promulgated by authorities of the countries in which they operate. As of both June 2021 and December 2020, these subsidiaries were in compliance with their local capital requirements.

Regulatory and Other Matters

Regulatory Matters

Our businesses are subject to extensive regulation and supervision worldwide. Regulations have been adopted or are being considered by regulators and policy makers worldwide. Given that many of the new and proposed rules are highly complex, the full impact of regulatory reform will not be known until the rules are implemented and market practices develop under the final regulations.

See “Business — Regulation” in Part I, Item 1 of the 2020

Form 10-K

for further information about the laws, rules and regulations and proposed laws, rules and regulations that apply to us and our operations.

127 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Other Matters

Replacement of Interbank Offered Rates (IBORs), including LIBOR.

Central banks and regulators in a number of major jurisdictions (for example, U.S., U.K., E.U., Switzerland and Japan) have convened working groups to find, and implement the transition to suitable replacements for IBORs. In March 2021, the FCA and the Intercontinental Exchange Benchmark Authority announced that the publication of all EUR and CHF LIBOR settings along with certain JPY, GBP and USD LIBOR settings will cease after December 31, 2021 and the publication of the most commonly used USD LIBOR settings will cease after June 30, 2023. The FCA continues to consult the market on publishing synthetic rates for certain GBP and JPY LIBOR settings for a limited time. In April 2021, the State of New York approved legislation which minimizes legal and economic uncertainty for contracts that are governed by New York law and have no fallback provisions or have fallback provisions that are based on LIBOR by providing a statutory framework to replace LIBOR with a benchmark rate based on the Secured Overnight Financing Rate (SOFR). The U.S. federal banking agencies have also issued guidance strongly encouraging banking organizations to cease using USD LIBOR as a reference rate in new contracts as soon as practicable and in any event by December 31, 2021.

The International Swaps and Derivatives Association (ISDA) 2020 IBOR Fallbacks Protocol (IBOR Protocol), which became effective in January 2021, provides derivatives market participants with amended fallbacks for legacy and new derivatives contracts to mitigate legal or economic uncertainty. Both counterparties will have to adhere to the IBOR Protocol or engage in bilateral amendments for the terms to be effective for derivative contracts. ISDA confirmed that the FCA’s formal announcement in March 2021 fixed the spread adjustment for all LIBOR rates and that fallbacks will automatically occur for outstanding derivatives contracts that incorporate the relevant terms.

We have a program in place that focuses on achieving an orderly transition from IBORs to alternative risk-free reference rates for us and our clients, and continue to make progress on our transition program. As part of this transition, we continue to actively engage with our regulators and clients, as well as participate in central bank and sector working groups. The majority of our LIBOR risk exposure is to USD LIBOR, which is primarily in connection with our derivative contracts and to a lesser extent our unsecured debt, preferred stock and loan portfolio. For

non-USD

LIBOR, substantially all of our risk exposure is in connection with derivative contracts. Our derivative contracts are primarily with counterparties under bilateral agreements which adhere to the IBOR Protocol or with central clearing counterparties which have incorporated fallbacks consistent with the IBOR Protocol in their rule books and have announced that they plan to convert all LIBOR contracts to alternative risk-free reference rates before LIBOR cessation. We continue to monitor the potential legislative developments as they relate to unsecured debt and preferred stock and will take actions designed to facilitate an orderly transition. We are also engaged with our clients in order to remediate our loan agreements through bilateral amendments. We have also issued debt and deposits linked to SOFR and Sterling Overnight Index Average (SONIA) and executed SOFR- and SONIA-based derivative contracts to make markets and facilitate client activities. When appropriate, we continue to execute transactions in the market to reduce our LIBOR exposures arising from hedges to our fixed-rate debt issuances and replace with alternative reference rate exposures. See “Regulatory and Other Matters – Other Matters” in Part II, Item 7 of the 2020

Form 10-K

for further information about our transition program.

Impact of

COVID-19

Pandemic.

During the second quarter of 2021, the economic recovery gained significant traction in countries in which comprehensive vaccination programs have led to the lifting of health and safety restrictions, such as the U.S. and China. However, other countries encountered more challenging circumstances as a result of slower distribution of vaccines and the spread of new variants, most notably the Delta variant.

Goldman Sachs June 2021 Form 10-Q 128

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

We have continued to successfully execute on our Business Continuity Planning (BCP) strategy since initially activating it in the first quarter of 2020 in response to the emergence of the

COVID-19

pandemic. Our priority has been to safeguard our employees and to seek to ensure continuity of business operations on behalf of our clients. Our business continuity response to the

COVID-19

pandemic is managed by a central team, which is led by our chief administrative officer and chief medical officer, and includes senior management within Risk and the chief operating officers across all regions and businesses. Given that the situation regarding

COVID-19

varies geographically, our approach to transitioning back to the office is tailored to the circumstances of each location, and it evolves as the specific conditions and requirements of each location change. During the second quarter of 2021, we formally welcomed employees back to our offices in New York, Dallas, Salt Lake City, Hong Kong and other locations, and approximately 50% of employees in these offices have since been working from the office on a regular basis. Going forward, we will look to

re-open

more locations consistent with the health and safety guidelines of each city in which we operate.

Our systems and infrastructure have been robust throughout the

COVID-19

pandemic, enabling us to conduct our activities without disruption. Communication throughout our organization has remained active during the pandemic and our risk management processes have continued to operate in a rigorous and disciplined manner. From the onset of the pandemic, our people have stayed connected with our clients. In addition, as part of our vendor management processes, we have ongoing dialogues with third-party service providers, which are intended to ensure that they continue to meet our criteria for business continuity.

We maintained high liquidity levels during the second quarter of 2021, as our GCLA averaged $329 billion. We have continued to access our traditional funding sources in the normal course and service our debt and other obligations on a timely basis. Our unsecured long-term borrowings increased by $20 billion during the second quarter of 2021, driven by the issuance of $18 billion of our benchmark debt to support the growth in our total assets amid client demand and attractive return opportunities. We expect to continue this issuance if accretive opportunities requiring

non-bank

funding persist. However, we expect that the pace of our issuance will moderate relative to the first half of 2021. See “Balance Sheet and Funding Sources” and “Risk Management — Liquidity Risk Management” for further information.

Accounting estimates, particularly those made in connection with determining the allowance for credit losses and the fair value of certain level 3 assets, are sensitive to assumptions regarding future economic conditions. Predicting the trajectory of the economic recovery is highly judgmental given the uncertainty as to how the pandemic will evolve, as it will largely depend on the speed and extent of further vaccine distribution and the impact of the Delta variant or other variants that might arise. See Note 9 to the consolidated financial statements for further information about our allowance for credit losses and Note 4 to the consolidated financial statements for further information about fair value measurements.

Financial markets remained constructive during the second quarter of 2021, and although trading volumes and volatility moderated, client activity was still solid. We continued to deploy our balance sheet to intermediate risk and to support client activity. Our average daily

Value-at-Risk

(VaR) for the second quarter of 2021 was essentially unchanged compared with the first quarter of 2021. We have maintained our proactive approach to managing market risk levels, which entails ongoing review and monitoring of exposures and focusing on ways to mitigate risk. As a result of the improved broader economic backdrop, credit risk in general has abated from the depths of the pandemic, including the risk associated with industries that were most severely impacted by lockdowns, such as hospitality and airlines. However, the potential exists for the Delta variant or other variants to impede the recovery and we continue to closely monitor our exposures to industries that would be most negatively impacted by a resurgence in the pandemic. See “Risk Management — Market Risk Management” and “— Credit Risk Management” for further information.

Although progress in the fight against the

COVID-19

pandemic has occurred unevenly across regions and countries since vaccines first became available, optimism regarding the continued rebound of the global economy remains high. However, if progress toward an end to the pandemic were to stall or reverse and a sustained period of weak economic conditions were to ensue, our businesses would be adversely impacted. This would have a negative impact on factors that are important to our operating performance, such as the level of client activity, creditworthiness of counterparties and borrowers, and the amount of our AUS. We will continue to closely monitor the rollout of vaccines across regions, as well as the impact of new variants of the virus, and will take further actions, as necessary, in order to best serve the interests of our employees, clients and counterparties. For further information about the risks associated with the

COVID-19

pandemic, see “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K.

129 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Off-Balance

Sheet Arrangements and Contractual Obligations

Off-Balance

Sheet Arrangements

In the ordinary course of business, we enter into various types of

off-balance

sheet arrangements. Our involvement in these arrangements can take many different forms, including:

• Purchasing or retaining residual and other interests in special purpose entities, such as mortgage-backed and other asset-backed securitization vehicles;

• Holding senior and subordinated debt, interests in limited and general partnerships, and preferred and common stock in other nonconsolidated vehicles;

• Entering into interest rate, foreign currency, equity, commodity and credit derivatives, including total return swaps; and

• Providing guarantees, indemnifications, commitments, letters of credit and representations and warranties.

We enter into these arrangements for a variety of business purposes, including securitizations. The securitization vehicles that purchase mortgages, corporate bonds, and other types of financial assets are critical to the functioning of several significant investor markets, including the mortgage-backed and other asset-backed securities markets, since they offer investors access to specific cash flows and risks created through the securitization process.

We also enter into these arrangements to underwrite client securitization transactions; provide secondary market liquidity; make investments in performing and nonperforming debt, distressed loans, power-related assets, equity securities, real estate and other assets; provide investors with credit-linked and asset-repackaged notes; and receive or provide letters of credit to satisfy margin requirements and to facilitate the clearance and settlement process.

The table below presents where information about our various

off-balance

sheet arrangements may be found in this

Form 10-Q.

In addition, see Note 3 to the consolidated financial statements for information about our consolidation policies.

Off-Balance Sheet Arrangement	Disclosure in Form 10-Q
Variable interests and other obligations, including contingent obligations, arising from variable interests in nonconsolidated variable interest entities (VIEs)	See Note 17 to the consolidated financial statements.
Guarantees, letters of credit, and lending and other commitments	See Note 18 to the consolidated financial statements.
Derivatives	See “Risk Management — Credit Risk   Management — Credit Exposures — OTC Derivatives” and Notes 4, 5, 7 and 18 to the consolidated financial statements.

Contractual Obligations

We have certain contractual obligations which require us to make future cash payments. These contractual obligations include our time deposits, secured long-term financings, unsecured long-term borrowings, interest payments and operating lease payments.

Our obligations to make future cash payments also include our commitments and guarantees related to

off-balance

sheet arrangements, which are excluded from the table below. See Note 18 to the consolidated financial statements for further information about such commitments and guarantees.

Due to the uncertainty of the timing and amounts that will ultimately be paid, our liability for unrecognized tax benefits has been excluded from the table below. See Note 24 to the consolidated financial statements for further information about our unrecognized tax benefits.

The table below presents our contractual obligations by type.

	As of
$ in millions		June 2021	December 2020
Time deposits		$  22,111	$  26,433
Financings and borrowings:
Secured long-term		$  12,185	$  12,537
Unsecured long-term		$238,930	$213,481
Interest payments		$  45,536	$  44,073
Operating lease payments		$    3,075	$    3,268

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents our contractual obligations by expiration.

	As of June 2021
$ in millions		Remainder of 2021	2022 - 2023	2024 - 2025	2026 - Thereafter
Time deposits		$       –	$12,089	$  6,606	$    3,416
Financings and borrowings:
Secured long-term		$       –	$  6,405	$  2,531	$    3,249
Unsecured long-term		$       –	$52,149	$57,395	$129,386
Interest payments		$2,650	$10,271	$  7,829	$  24,786
Operating lease payments		$     162	$       605	$       501	$    1,807

In the table above:

• Obligations maturing within one year of our financial statement date or redeemable within one year of our financial statement date at the option of the holders are excluded as they are treated as short-term obligations. See Note 14 to the consolidated financial statements for further information about our short-term borrowings.

• Obligations that are repayable prior to maturity at our option are reflected at their contractual maturity dates and obligations that are redeemable prior to maturity at the option of the holders are reflected at the earliest dates such options become exercisable.

• As of June 2021, unsecured long-term borrowings had maturities extending through 2065, consisted principally of senior borrowings, and included $8.43 billion of adjustments to the carrying value of certain unsecured long-term borrowings resulting from the application of hedge accounting. See Note 14 to the consolidated financial statements for further information about our unsecured long-term borrowings.

• As of June 2021, the difference between aggregate contractual principal amount and the related fair value of long-term other secured financings for which the fair value option was elected was not material.

• As of June 2021, the fair value of unsecured long-term borrowings, for which the fair value option was elected, exceeded the related aggregate contractual principal amount by $298 million.

• Interest payments represents estimated future contractual interest payments related to unsecured long-term borrowings, secured long-term financings and time deposits based on applicable interest rates as of June 2021, and includes stated coupons, if any, on structured notes.

• Operating lease payments includes lease commitments for office space that expire on various dates through 2069. Certain agreements are subject to periodic escalation provisions for increases in real estate taxes and other charges. See Note 15 to the consolidated financial statements for further information about our operating lease liabilities.

Risk Management

Risks are inherent in our businesses and include liquidity, market, credit, operational, model, legal, compliance, conduct, regulatory and reputational risks. Our risks include the risks across our risk categories, regions or global businesses, as well as those which have uncertain outcomes and have the potential to materially impact our financial results, our liquidity and our reputation. For further information about our risk management processes, see “Overview and Structure of Risk Management,” and for information about our areas of risk, see “Liquidity Risk Management,” “Market Risk Management,” “Credit Risk Management,” “Operational Risk Management” and “Model Risk Management” and “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K.

Overview and Structure of Risk Management

Overview

We believe that effective risk management is critical to our success. Accordingly, we have established an enterprise risk management framework that employs a comprehensive, integrated approach to risk management, and is designed to enable comprehensive risk management processes through which we identify, assess, monitor and manage the risks we assume in conducting our activities. Our risk management structure is built around three core components: governance, processes and people.

Governance.

Risk management governance starts with the Board, which both directly and through its committees, including its Risk Committee, oversees our risk management policies and practices implemented through the enterprise risk management framework. The Board is also responsible for the annual review and approval of our risk appetite statement. The risk appetite statement describes the levels and types of risk we are willing to accept or to avoid, in order to achieve our objectives included in our strategic business plan, while remaining in compliance with regulatory requirements. The Board reviews our strategic business plan and is ultimately responsible for overseeing and providing direction about our strategy and risk appetite.

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The Board receives regular briefings on firmwide risks, including liquidity risk, market risk, credit risk, operational risk and model risk, from our independent risk oversight and control functions, including the chief risk officer, and on compliance risk and conduct risk from Compliance, on legal and regulatory enforcement matters from the chief legal officer, and on other matters impacting our reputation from the chair of our Firmwide Client and Business Standards Committee and our Firmwide Reputational Risk Committee. The chief risk officer reports to our chief executive officer and to the Risk Committee of the Board. As part of the review of the firmwide risk portfolio, the chief risk officer regularly advises the Risk Committee of the Board of relevant risk metrics and material exposures, including risk limits and thresholds established in our risk appetite statement.

The implementation of our risk governance structure and core risk management processes are overseen by Enterprise Risk, which reports to our chief risk officer, and is responsible for ensuring that our enterprise risk management framework provides the Board, our risk committees and senior management with a consistent and integrated approach to managing our various risks in a manner consistent with our risk appetite.

Our revenue-producing units, as well as Treasury, Engineering, Human Capital Management, Operations, and Corporate and Workplace Solutions, are considered our first line of defense. They are accountable for the outcomes of our risk-generating activities, as well as for assessing and managing those risks within our risk appetite.

Our independent risk oversight and control functions are considered our second line of defense and provide independent assessment, oversight and challenge of the risks taken by our first line of defense, as well as lead and participate in risk committees. Independent risk oversight and control functions include Compliance, Conflicts Resolution, Controllers, Legal, Risk and Tax.

Internal Audit is considered our third line of defense and our director of Internal Audit reports to the Audit Committee of the Board and administratively to our chief executive officer. Internal Audit includes professionals with a broad range of audit and industry experience, including risk management expertise. Internal Audit is responsible for independently assessing and validating the effectiveness of key controls, including those within the risk management framework, and providing timely reporting to the Audit Committee of the Board, senior management and regulators.

The three lines of defense structure promotes the accountability of first line risk takers, provides a framework for effective challenge by the second line and empowers independent review from the third line.

Processes.

We maintain various processes that are critical components of our risk management framework, including (i) risk identification and assessment, (ii) risk appetite, limit and threshold setting, (iii) risk reporting and monitoring, and (iv) risk decision-making.

• Risk Identification and Assessment. We believe that the identification and assessment of our risks is a critical step in providing our Board and senior management transparency and insight into the range and materiality of our risks. We have a comprehensive data collection process, including firmwide policies and procedures that require all employees to report and escalate risk events. Our approach for risk identification and assessment is comprehensive across all risk types, is dynamic and forward-looking to reflect and adapt to our changing risk profile and business environment, leverages subject matter expertise, and allows for prioritization of our most critical risks.

To effectively assess our risks, we maintain a daily discipline of marking substantially all of our inventory to current market levels. We carry our inventory at fair value, with changes in valuation reflected immediately in our risk management systems and in net revenues. We do so because we believe this discipline is one of the most effective tools for assessing and managing risk and that it provides transparent and realistic insight into our inventory exposures.

An important part of our risk management process is firmwide stress testing. It allows us to quantify our exposure to tail risks, highlight potential loss concentrations, undertake risk/reward analysis, and assess and mitigate our risk positions. Firmwide stress tests are performed on a regular basis and are designed to ensure a comprehensive analysis of our vulnerabilities and idiosyncratic risks combining financial and nonfinancial risks, including, but not limited to, credit, market, liquidity and funding, operational and compliance, strategic, systemic and emerging risks into a single combined scenario. We also perform ad hoc stress tests in anticipation of market events or conditions. Stress tests are also used to assess capital adequacy as part of our capital planning and stress testing process. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for further information.

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

• Risk Appetite, Limit and Threshold Setting. We apply a rigorous framework of limits and thresholds to control and monitor risk across transactions, products, businesses and markets. The Board, directly or indirectly through its Risk Committee, approves limits and thresholds included in our risk appetite statement at firmwide, business and product levels. In addition, the Firmwide Enterprise Risk Committee is responsible for approving our risk limits framework, subject to the overall limits approved by the Risk Committee of the Board, and monitoring these limits.

The Risk Governance Committee is responsible for approving limits at firmwide, business and product levels. Certain limits may be set at levels that will require periodic adjustment, rather than at levels that reflect our maximum risk appetite. This fosters an ongoing dialogue about risk among our first and second lines of defense, committees and senior management, as well as rapid escalation of

risk-related

matters. Additionally, through delegated authority from the Risk Governance Committee, Market Risk sets limits at certain product and desk levels, and Credit Risk sets limits for individual counterparties, counterparties and their subsidiaries, industries and countries. Limits are reviewed regularly and amended on a permanent or temporary basis to reflect changing market conditions, business conditions or risk tolerance.

• Risk Reporting and Monitoring. Effective risk reporting and risk decision-making depends on our ability to get the right information to the right people at the right time. As such, we focus on the rigor and effectiveness of our risk systems, with the objective of ensuring that our risk management technology systems provide us with complete, accurate and timely information. Our risk reporting and monitoring processes are designed to take into account information about both existing and emerging risks, thereby enabling our risk committees and senior management to perform their responsibilities with the appropriate level of insight into risk exposures. Furthermore, our limit and threshold breach processes provide means for timely escalation. We evaluate changes in our risk profile and our businesses, including changes in business mix or jurisdictions in which we operate, by monitoring risk factors at a firmwide level.

• Risk Decision-Making. Our governance structure provides the protocol and responsibility for decision-making on risk management issues and ensures implementation of those decisions. We make extensive use of risk committees that meet regularly and serve as an important means to facilitate and foster ongoing discussions to manage and mitigate risks.

We maintain strong and proactive communication about risk and we have a culture of collaboration in decision-making among our first and second lines of defense, committees and senior management. While our first line of defense is responsible for management of their risk, we dedicate extensive resources to our second line of defense in order to ensure a strong oversight structure and an appropriate segregation of duties. We regularly reinforce our strong culture of escalation and accountability across all functions.

People.

Even the best technology serves only as a tool for helping to make informed decisions in real time about the risks we are taking. Ultimately, effective risk management requires our people to interpret our risk data on an ongoing and timely basis and adjust risk positions accordingly. The experience of our professionals, and their understanding of the nuances and limitations of each risk measure, guides us in assessing exposures and maintaining them within prudent levels.

We reinforce a culture of effective risk management, consistent with our risk appetite, in our training and development programs, as well as in the way we evaluate performance, and recognize and reward our people. Our training and development programs, including certain sessions led by our most senior leaders, are focused on the importance of risk management, client relationships and reputational excellence. As part of our performance review process, we assess reputational excellence, including how an employee exercises good risk management and reputational judgment, and adheres to our code of conduct and compliance policies. Our review and reward processes are designed to communicate and reinforce to our professionals the link between behavior and how people are recognized, the need to focus on our clients and our reputation, and the need to always act in accordance with our highest standards.

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Structure

Ultimate oversight of risk is the responsibility of our Board. The Board oversees risk both directly and through its committees, including its Risk Committee. We have a series of committees with specific risk management mandates that have oversight or decision-making responsibilities for risk management activities. Committee membership generally consists of senior managers from both our first and second lines of defense. We have established procedures for these committees to ensure that appropriate information barriers are in place. Our primary risk committees, most of which also have additional

sub-committees,

councils or working groups, are described below. In addition to these committees, we have other risk committees that provide oversight for different businesses, activities, products, regions and entities. All of our committees have responsibility for considering the impact on our reputation of the transactions and activities that they oversee.

Membership of our risk committees is reviewed regularly and updated to reflect changes in the responsibilities of the committee members. Accordingly, the length of time that members serve on the respective committees varies as determined by the committee chairs and based on the responsibilities of the members.

The chart below presents an overview of our risk management governance structure.

Management Committee.

The Management Committee oversees our global activities. It provides this oversight directly and through authority delegated to committees it has established. This committee consists of our most senior leaders, and is chaired by our chief executive officer. Most members of the Management Committee are also members of other committees. The following are the committees that are principally involved in firmwide risk management.

Firmwide Enterprise Risk Committee.

The Firmwide Enterprise Risk Committee is responsible for overseeing all of our financial and nonfinancial risks. As part of such oversight, the committee is responsible for the ongoing review, approval and monitoring of our enterprise risk management framework, as well as our risk limits framework. This committee is

co-chaired

by our chief financial officer and our chief risk officer, who are appointed as chairs by our chief executive officer, and reports to the Management Committee. The following are the primary committees or councils that report to the Firmwide Enterprise Risk Committee:

• Firmwide Risk Council. The Firmwide Risk Council is responsible for the ongoing monitoring of relevant financial risks and related risk limits at the firmwide, business and product levels. This council is co-chaired by the chairs of the Firmwide Enterprise Risk Committee.

• Firmwide New Activity Committee. The Firmwide New Activity Committee is responsible for reviewing new activities and for establishing a process to identify and review previously approved activities that are significant and that have changed in complexity and/or structure or present different reputational and suitability concerns over time to consider whether these activities remain appropriate. This committee is co-chaired by the controller and chief accounting officer, and the head of Operations and Platform Engineering for the Global Markets Division, who are appointed as chairs by the chairs of the Firmwide Enterprise Risk Committee.

• Firmwide Operational Risk and Resilience Committee. The Firmwide Operational Risk and Resilience Committee is responsible for overseeing operational risk, and for ensuring our business and operational resilience. To assist the Firmwide Operational Risk and Resilience Committee in carrying out its mandate, other risk committees with dedicated oversight for technology-related risks, including cyber security matters, report into the Firmwide Operational Risk and Resilience Committee. This committee is co-chaired by our chief administrative officer and deputy chief risk officer, who are appointed as chairs by the chairs of the Firmwide Enterprise Risk Committee.

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

• Firmwide Conduct Committee. The Firmwide Conduct Committee is responsible for the ongoing approval and monitoring of the frameworks and policies which govern our conduct risks. Conduct risk is the risk that our people fail to act in a manner consistent with our Business Principles and related core values, policies or codes, or applicable laws or regulations, thereby falling short in fulfilling their responsibilities to us, our clients, colleagues, other market participants or the broader community. This committee is chaired by our chief legal officer, who is appointed as chair by the chairs of the Firmwide Enterprise Risk Committee.

• Risk Governance Committee. The Risk Governance Committee (through delegated authority from the Firmwide Enterprise Risk Committee) is responsible for the ongoing approval and monitoring of risk frameworks, policies and parameters related to our core risk management processes, as well as limits, at firmwide, business and product levels. In addition, this committee reviews the results of stress tests and scenario analyses. To assist the Risk Governance Committee in carrying out its mandate, a number of other risk committees with dedicated oversight for stress testing, model risks and Volcker Rule compliance report into the Risk Governance Committee. This committee is chaired by our chief risk officer, who is appointed as chair by the chairs of the Firmwide Enterprise Risk Committee.

Firmwide Client and Business Standards Committee.

The Firmwide Client and Business Standards Committee is responsible for overseeing relationships with our clients, client service and experience, and related business standards, as well as client-related reputational matters. This committee is chaired by our president and chief operating officer, who is appointed as chair by the chief executive officer, and reports to the Management Committee. This committee periodically provides updates to, and receives guidance from, the Public Responsibilities Committee of the Board.

The following committees report jointly to the Firmwide Enterprise Risk Committee and the Firmwide Client and Business Standards Committee:

• Firmwide Reputational Risk Committee. The Firmwide Reputational Risk Committee is responsible for assessing reputational risks arising from transactions that have been identified as having potential heightened reputational risk pursuant to the criteria established by the Firmwide Reputational Risk Committee and as determined by committee leadership. This committee is chaired by our president and chief operating officer, who is appointed as chair by the chief executive officer, and the vice-chairs are our chief legal officer and the chair of Conflicts Resolution, who are appointed as vice-chairs by the chair of the Firmwide Reputational Risk Committee. This committee periodically provides updates to, and receives guidance from, the Public Responsibilities Committee of the Board.

• Firmwide Suitability Committee. The Firmwide Suitability Committee is responsible for setting standards and policies for product, transaction and client suitability and providing a forum for consistency across functions, regions and products on suitability assessments. This committee also reviews suitability matters escalated from other committees. This committee is co-chaired by our chief compliance officer, and the co-head of EMEA FICC sales, who are appointed as chairs by the chair of the Firmwide Client and Business Standards Committee.

• Firmwide Investment Policy Committee. The Firmwide Investment Policy Committee periodically reviews our investing and lending activities on a portfolio basis, including review of risk management and controls, and sets business standards and policies for these types of investments. This committee is co-chaired by the head of our Asset Management Division, a co-head of our Global Markets Division and the chief risk officer, who are appointed as chairs by our president and chief operating officer and our chief financial officer.

• Firmwide Capital Committee. The Firmwide Capital Committee provides approval and oversight of debt-related transactions, including principal commitments of our capital. This committee aims to ensure that business, reputational and suitability standards for underwritings and capital commitments are maintained on a global basis. This committee is co-chaired by the head of Market Risk and a co-head of the Financing Group, who are appointed as chairs by the chairs of the Firmwide Enterprise Risk Committee.

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

• Firmwide Commitments Committee. The Firmwide Commitments Committee reviews our underwriting and distribution activities with respect to equity and equity-related product offerings, and sets and maintains policies and procedures designed to ensure that legal, reputational, regulatory and business standards are maintained on a global basis. In addition to reviewing specific transactions, this committee periodically conducts general strategic reviews of sectors and products and establishes policies in connection with transaction practices. This committee is co-chaired by the co-head of the Industrials Group in our Investment Banking Division, the chief underwriting officer for EMEA, and a managing director in our Investment Banking Division, who are appointed as chairs by the chair of the Firmwide Client and Business Standards Committee.

Firmwide Asset Liability Committee.

The Firmwide Asset Liability Committee reviews and approves the strategic direction for our financial resources, including capital, liquidity, funding and balance sheet. This committee has oversight responsibility for asset liability management, including interest rate and currency risk, funds transfer pricing, capital allocation and incentives, and credit ratings. This committee makes recommendations as to any adjustments to asset liability management and financial resource allocation in light of current events, risks, exposures, and regulatory requirements and approves related policies. This committee is

co-chaired

by our chief financial officer and our global treasurer, who are appointed as chairs by our chief executive officer, and reports to the Management Committee.

Conflicts Management

Conflicts of interest and our approach to dealing with them are fundamental to our client relationships, our reputation and our long-term success. The term “conflict of interest” does not have a universally accepted meaning, and conflicts can arise in many forms within a business or between businesses. The responsibility for identifying potential conflicts, as well as complying with our policies and procedures, is shared by all of our employees.

We have a multilayered approach to resolving conflicts and addressing reputational risk. Our senior management oversees policies related to conflicts resolution, and, in conjunction with Conflicts Resolution, Legal and Compliance, the Firmwide Client and Business Standards Committee, and other internal committees, formulates policies, standards and principles, and assists in making judgments regarding the appropriate resolution of particular conflicts. Resolving potential conflicts necessarily depends on the facts and circumstances of a particular situation and the application of experienced and informed judgment.

As a general matter, Conflicts Resolution reviews financing and advisory assignments in Investment Banking and certain of our investing, lending and other activities. In addition, we have various transaction oversight committees, such as the Firmwide Capital, Commitments and Suitability Committees and other committees that also review new underwritings, loans, investments and structured products. These groups and committees work with internal and external counsel and Compliance to evaluate and address any actual or potential conflicts. The head of Conflicts Resolution reports to our chief legal officer, who reports to our chief executive officer.

We regularly assess our policies and procedures that address conflicts of interest in an effort to conduct our business in accordance with the highest ethical standards and in compliance with all applicable laws, rules and regulations.

Compliance Risk Management

Compliance risk is the risk of legal or regulatory sanctions, material financial loss or damage to our reputation arising from our failure to comply with the requirements of applicable laws, rules and regulations, and our internal policies and procedures. Compliance risk is inherent in all activities through which we conduct our businesses. Our Compliance Risk Management Program, administered by Compliance, assesses our compliance, regulatory and reputational risk; monitors for compliance with new or amended laws, rules and regulations; designs and implements controls, policies, procedures and training; conducts independent testing; investigates, surveils and monitors for compliance risks and breaches; and leads our responses to regulatory examinations, audits and inquiries. We monitor and review business practices to assess whether they meet or exceed minimum regulatory and legal standards in all markets and jurisdictions in which we conduct business.

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Liquidity Risk Management

Overview

Liquidity risk is the risk that we will be unable to fund ourselves or meet our liquidity needs in the event of firm-specific, broader industry or market liquidity stress events. We have in place a comprehensive and conservative set of liquidity and funding policies. Our principal objective is to be able to fund ourselves and to enable our core businesses to continue to serve clients and generate revenues, even under adverse circumstances.

Treasury, which reports to our chief financial officer, has primary responsibility for developing, managing and executing our liquidity and funding strategy within our risk appetite.

Liquidity Risk, which is independent of our revenue-producing units and Treasury, and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our liquidity risk through firmwide oversight across our global businesses and the establishment of stress testing and limits frameworks.

Liquidity Risk Management Principles

We manage liquidity risk according to three principles: (i) hold sufficient excess liquidity in the form of GCLA to cover outflows during a stressed period, (ii) maintain appropriate Asset-Liability Management and (iii) maintain a viable Contingency Funding Plan.

GCLA.

GCLA is liquidity that we maintain to meet a broad range of potential cash outflows and collateral needs in a stressed environment. A primary liquidity principle is to

pre-fund

our estimated potential cash and collateral needs during a liquidity crisis and hold this liquidity in the form of unencumbered, highly liquid securities and cash. We believe that the securities held in our GCLA would be readily convertible to cash in a matter of days, through liquidation, by entering into repurchase agreements or from maturities of resale agreements, and that this cash would allow us to meet immediate obligations without needing to sell other assets or depend on additional funding from credit-sensitive markets.

Our GCLA reflects the following principles:

• The first days or weeks of a liquidity crisis are the most critical to a company’s survival;

• Focus must be maintained on all potential cash and collateral outflows, not just disruptions to financing flows. Our businesses are diverse, and our liquidity needs are determined by many factors, including market movements, collateral requirements and client commitments, all of which can change dramatically in a difficult funding environment;

• During a liquidity crisis, credit-sensitive funding, including unsecured debt, certain deposits and some types of secured financing agreements, may be unavailable, and the terms (e.g., interest rates, collateral provisions and tenor) or availability of other types of secured financing may change and certain deposits may be withdrawn; and

• As a result of our policy to pre-fund liquidity that we estimate may be needed in a crisis, we hold more unencumbered securities and have larger funding balances than our businesses would otherwise require. We believe that our liquidity is stronger with greater balances of highly liquid unencumbered securities, even though it increases our total assets and our funding costs.

We maintain our GCLA across Group Inc., Goldman Sachs Funding LLC (Funding IHC) and Group Inc.’s major broker-dealer and bank subsidiaries, asset types and clearing agents to provide us with sufficient operating liquidity to ensure timely settlement in all major markets, even in a difficult funding environment. In addition to the GCLA, we maintain cash balances and securities in several of our other entities, primarily for use in specific currencies, entities or jurisdictions where we do not have immediate access to parent company liquidity.

Asset-Liability Management.

Our liquidity risk management policies are designed to ensure we have a sufficient amount of financing, even when funding markets experience persistent stress. We manage the maturities and diversity of our funding across markets, products and counterparties, and seek to maintain a diversified funding profile with an appropriate tenor, taking into consideration the characteristics and liquidity profile of our assets.

Our approach to asset-liability management includes:

• Conservatively managing the overall characteristics of our funding book, with a focus on maintaining long-term, diversified sources of funding in excess of our current requirements. See “Balance Sheet and Funding Sources — Funding Sources” for further information;

• Actively managing and monitoring our asset base, with particular focus on the liquidity, holding period and ability to fund assets on a secured basis. We assess our funding requirements and our ability to liquidate assets in a stressed environment while appropriately managing risk. This enables us to determine the most appropriate funding products and tenors. See “Balance Sheet and Funding Sources — Balance Sheet Management” for further information about our balance sheet management process and “— Funding Sources — Secured Funding” for further information about asset classes that may be harder to fund on a secured basis; and

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THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

• Raising secured and unsecured financing that has a long tenor relative to the liquidity profile of our assets. This reduces the risk that our liabilities will come due in advance of our ability to generate liquidity from the sale of our assets. Because we maintain a highly liquid balance sheet, the holding period of certain of our assets may be materially shorter than their contractual maturity dates.

Our goal is to ensure that we maintain sufficient liquidity to fund our assets and meet our contractual and contingent obligations in normal times, as well as during periods of market stress. Through our dynamic balance sheet management process, we use actual and projected asset balances to determine secured and unsecured funding requirements. Funding plans are reviewed and approved by the Firmwide Asset Liability Committee. In addition, our independent risk oversight and control functions analyze, and the Firmwide Asset Liability Committee reviews, our consolidated total capital position (unsecured long-term borrowings plus total shareholders’ equity) so that we maintain a level of long-term funding that is sufficient to meet our long-term financing requirements. In a liquidity crisis, we would first use our GCLA in order to avoid reliance on asset sales (other than our GCLA). However, we recognize that orderly asset sales may be prudent or necessary in a severe or persistent liquidity crisis.

Subsidiary Funding Policies

The majority of our unsecured funding is raised by Group Inc., which provides the necessary funds to Funding IHC and other subsidiaries, some of which are regulated, to meet their asset financing, liquidity and capital requirements. In addition, Group Inc. provides its regulated subsidiaries with the necessary capital to meet their regulatory requirements. The benefits of this approach to subsidiary funding are enhanced control and greater flexibility to meet the funding requirements of our subsidiaries. Funding is also raised at the subsidiary level through a variety of products, including deposits, secured funding and unsecured borrowings.

Our intercompany funding policies assume that a subsidiary’s funds or securities are not freely available to its parent, Funding IHC or other subsidiaries unless (i) legally provided for and (ii) there are no additional regulatory, tax or other restrictions. In particular, many of our subsidiaries are subject to laws that authorize regulatory bodies to block or reduce the flow of funds from those subsidiaries to Group Inc. or Funding IHC. Regulatory action of that kind could impede access to funds that Group Inc. needs to make payments on its obligations. Accordingly, we assume that the capital provided to our regulated subsidiaries is not available to Group Inc. or other subsidiaries and any other financing provided to our regulated subsidiaries is not available to Group Inc. or Funding IHC until the maturity of such financing.

Group Inc. has provided substantial amounts of equity and subordinated indebtedness, directly or indirectly, to its regulated subsidiaries. For example, as of June 2021, Group Inc. had $35.15 billion of equity and subordinated indebtedness invested in GS&Co., its principal U.S. registered broker-dealer; $43.55 billion invested in GSI, a regulated U.K. broker-dealer; $2.83 billion invested in GSJCL, a regulated Japanese broker-dealer; $36.31 billion invested in GS Bank USA, a regulated New York State-chartered bank; $4.23 billion invested in GSIB, a regulated U.K. bank; and $6.46 billion invested in GSBE, a regulated German bank. Group Inc. also provides financing, directly or indirectly, in the form of: $82.05 billion of unsubordinated loans (including secured loans of $32.12 billion) and $22.65 billion of collateral and cash deposits to these entities, substantially all of which was to GS&Co., GSI, GSJCL and GS Bank USA, as of June 2021. In addition, as of June 2021, Group Inc. had significant amounts of capital invested in and loans to its other regulated subsidiaries.

Contingency Funding Plan.

We maintain a contingency funding plan to provide a framework for analyzing and responding to a liquidity crisis situation or periods of market stress. Our contingency funding plan outlines a list of potential risk factors, key reports and metrics that are reviewed on an ongoing basis to assist in assessing the severity of, and managing through, a liquidity crisis and/or market dislocation. The contingency funding plan also describes in detail our potential responses if our assessments indicate that we have entered a liquidity crisis, which include

pre-funding

for what we estimate will be our potential cash and collateral needs, as well as utilizing secondary sources of liquidity. Mitigants and action items to address specific risks which may arise are also described and assigned to individuals responsible for execution.

The contingency funding plan identifies key groups of individuals and their responsibilities, which include fostering effective coordination, control and distribution of information, implementing liquidity maintenance activities and managing internal and external communication, all of which are critical in the management of a crisis or period of market stress.

Goldman Sachs June 2021 Form 10-Q 138

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Stress Tests

In order to determine the appropriate size of our GCLA, we model liquidity outflows over a range of scenarios and time horizons. One of our primary internal liquidity risk models, referred to as the Modeled Liquidity Outflow, quantifies our liquidity risks over a

30-day

stress scenario. We also consider other factors, including, but not limited to, an assessment of our potential intraday liquidity needs through an additional internal liquidity risk model, referred to as the Intraday Liquidity Model, the results of our long-term stress testing models, our resolution liquidity models and other applicable regulatory requirements and a qualitative assessment of our condition, as well as the financial markets. The results of the Modeled Liquidity Outflow, the Intraday Liquidity Model, the long-term stress testing models and the resolution liquidity models are reported to senior management on a regular basis. We also perform firmwide stress tests. See “Overview and Structure of Risk Management” for information about firmwide stress tests.

Modeled Liquidity Outflow.

Our Modeled Liquidity Outflow is based on conducting multiple scenarios that include combinations of market-wide and firm-specific stress. These scenarios are characterized by the following qualitative elements:

• Severely challenged market environments, which includes low consumer and corporate confidence, financial and political instability, and adverse changes in market values, including potential declines in equity markets and widening of credit spreads; and

• A firm-specific crisis potentially triggered by material losses, reputational damage, litigation and/or a ratings downgrade.

The following are key modeling elements of our Modeled Liquidity Outflow:

• Liquidity needs over a 30-day scenario;

• A two-notch downgrade of our long-term senior unsecured credit ratings;

• Changing conditions in funding markets, which limit our access to unsecured and secured funding;

• No support from additional government funding facilities. Although we have access to various central bank funding programs, we do not assume reliance on additional sources of funding in a liquidity crisis; and

• A combination of contractual outflows, such as upcoming maturities of unsecured debt, and contingent outflows, including, but not limited to, the withdrawal of customer credit balances in our prime brokerage business, increase in variation margin requirements due to adverse changes in the value of our exchange-traded and OTC-cleared derivatives, and withdrawals of deposits that have no contractual maturity.

Intraday Liquidity Model.

Our Intraday Liquidity Model measures our intraday liquidity needs using a scenario analysis characterized by the same qualitative elements as our Modeled Liquidity Outflow. The model assesses the risk of increased intraday liquidity requirements during a scenario where access to sources of intraday liquidity may become constrained.

Long-Term Stress Testing.

We utilize longer-term stress tests to take a forward view on our liquidity position through prolonged stress periods in which we experience a severe liquidity stress and recover in an environment that continues to be challenging. We are focused on ensuring conservative asset-liability management to prepare for a prolonged period of potential stress, seeking to maintain a diversified funding profile with an appropriate tenor, taking into consideration the characteristics and liquidity profile of our assets.

Resolution Liquidity Models.

In connection with our resolution planning efforts, we have established our Resolution Liquidity Adequacy and Positioning framework, which estimates liquidity needs of our major subsidiaries in a stressed environment. The liquidity needs are measured using our Modeled Liquidity Outflow assumptions and include certain additional inter-affiliate exposures. We have also established our Resolution Liquidity Execution Need framework, which measures the liquidity needs of our major subsidiaries to stabilize and wind-down following a Group Inc. bankruptcy filing in accordance with our preferred resolution strategy.

In addition, we have established a triggers and alerts framework, which is designed to provide the Board with information needed to make an informed decision on whether and when to commence bankruptcy proceedings for Group Inc.

Limits

We use liquidity risk limits at various levels and across liquidity risk types to manage the size of our liquidity exposures. Limits are measured relative to acceptable levels of risk given our liquidity risk tolerance. See “Overview and Structure of Risk Management” for information about the limit approval process.

Limits are monitored by Treasury and Liquidity Risk. Liquidity Risk is responsible for identifying and escalating to senior management and/or the appropriate risk committee, on a timely basis, instances where limits have been exceeded.

139 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

GCLA and Unencumbered Metrics

GCLA.

Based on the results of our internal liquidity risk models, described above, as well as our consideration of other factors, including, but not limited to, a qualitative assessment of our condition, as well as the financial markets, we believe our liquidity position as of both June 2021 and December 2020 was appropriate. We strictly limit our GCLA to a narrowly defined list of securities and cash because they are highly liquid, even in a difficult funding environment. We do not include other potential sources of excess liquidity in our GCLA, such as less liquid unencumbered securities or committed credit facilities.

The table below presents information about our GCLA.

	Average for the Three Months Ended
$ in millions		June 2021	March 2021
Denomination
U.S. dollar		$217,977	$188,854
Non-U.S. dollar		111,427	109,788
Total		$329,404	$298,642
Asset Class
Overnight cash deposits		$171,007	$132,317
U.S. government obligations		106,708	108,339
U.S. agency obligations		8,227	9,295
Non-U.S. government obligations		43,462	48,691
Total		$329,404	$298,642
Entity Type
Group Inc. and Funding IHC		$  53,327	$  44,300
Major broker-dealer subsidiaries		102,593	94,232
Major bank subsidiaries		173,484	160,110
Total		$329,404	$298,642

In the table above:

• The U.S. dollar-denominated GCLA consists of (i) unencumbered U.S. government and agency obligations (including highly liquid U.S. agency mortgage-backed obligations), all of which are eligible as collateral in Federal Reserve open market operations and (ii) certain overnight U.S. dollar cash deposits.

• The non-U.S. dollar-denominated GCLA consists of non-U.S. government obligations (only unencumbered German, French, Japanese and U.K. government obligations) and certain overnight cash deposits in highly liquid currencies.

We maintain our GCLA to enable us to meet current and potential liquidity requirements of our parent company, Group Inc., and its subsidiaries. Our Modeled Liquidity Outflow and Intraday Liquidity Model incorporate a requirement for Group Inc., as well as a standalone requirement for each of our major broker-dealer and bank subsidiaries. Funding IHC is required to provide the necessary liquidity to Group Inc. during the ordinary course of business, and is also obligated to provide capital and liquidity support to major subsidiaries in the event of our material financial distress or failure. Liquidity held directly in each of our major broker-dealer and bank subsidiaries is intended for use only by that subsidiary to meet its liquidity requirements and is assumed not to be available to Group Inc. or Funding IHC unless (i) legally provided for and (ii) there are no additional regulatory, tax or other restrictions. In addition, the Modeled Liquidity Outflow and Intraday Liquidity Model also incorporate a broader assessment of standalone liquidity requirements for other subsidiaries and we hold a portion of our GCLA directly at Group Inc. or Funding IHC to support such requirements.

Other Unencumbered Assets.

In addition to our GCLA, we have a significant amount of other unencumbered cash and financial instruments, including other government obligations, high-grade money market securities, corporate obligations, marginable equities, loans and cash deposits not included in our GCLA. The fair value of our unencumbered assets averaged $249.61 billion for the three months ended June 2021 and $224.01 billion for the three months ended March 2021. We do not consider these assets liquid enough to be eligible for our GCLA.

Liquidity Regulatory Framework

As a BHC, we are subject to a minimum Liquidity Coverage Ratio (LCR) under the LCR rule approved by the U.S. federal bank regulatory agencies. The LCR rule requires organizations to maintain an adequate ratio of eligible high-quality liquid assets (HQLA) to expected net cash outflows under an acute, short-term liquidity stress scenario. Eligible HQLA excludes HQLA held by subsidiaries that is in excess of their minimum requirement and is subject to transfer restrictions. We are required to maintain a minimum LCR of 100%. We expect that fluctuations in client activity, business mix and the market environment will impact our LCR.

Goldman Sachs June 2021 Form 10-Q 140

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents information about our average daily LCR.

	Average for the Three Months Ended
$ in millions		June 2021	March 2021
Total HQLA		$318,525	$288,142
Eligible HQLA		$238,397	$210,133
Net cash outflows		$172,895	$151,993
LCR		138%	138%

In October 2020, the U.S. federal bank regulatory agencies issued a final rule that establishes a net stable funding ratio (NSFR) requirement for large U.S. banking organizations. This rule became effective on July 1, 2021 and requires banking organizations to ensure they have access to stable funding over a

one-year

time horizon. The rule also requires disclosure of the ratio on a semi-annual basis and a description of the banking organization’s stable funding sources beginning in 2023. Our NSFR as of June 2021 exceeded the minimum requirement, based on our interpretation of the final rule.

The following provides information about our subsidiary liquidity regulatory requirements:

• GS Bank USA. GS Bank USA is subject to a minimum LCR of 100% under the LCR rule approved by the U.S. federal bank regulatory agencies. As of June 2021, GS Bank USA’s LCR exceeded the minimum requirement. The NSFR requirement described above will also apply to GS Bank USA. As of June 2021, GS Bank USA’s NSFR exceeded the minimum requirement.

• GSI. GSI is subject to a minimum LCR of 100% under the LCR rule approved by the U.K. regulatory authorities. GSI’s average monthly LCR for the trailing twelve-month period ended June 2021 exceeded the minimum requirement. GSI is subject to the NSFR requirement implemented in the U.K., which is expected to become effective in January 2022.

• Other Subsidiaries. We monitor local regulatory liquidity requirements of our subsidiaries to ensure compliance. For many of our subsidiaries, these requirements either have changed or are likely to change in the future due to the implementation of the Basel Committee’s framework for liquidity risk measurement, standards and monitoring, as well as other regulatory developments.

The implementation of these rules and any amendments adopted by the regulatory authorities could impact our liquidity and funding requirements and practices in the future.

Credit Ratings

We rely on the short- and long-term debt capital markets to fund a significant portion of our

day-to-day

operations and the cost and availability of debt financing is influenced by our credit ratings. Credit ratings are also important when we are competing in certain markets, such as OTC derivatives, and when we seek to engage in longer-term transactions. See “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K

for information about the risks associated with a reduction in our credit ratings.

The table below presents the unsecured credit ratings and outlook of Group Inc.

	As of June 2021
		DBRS		Fitch	Moody’s	R&I	S&P
Short-term debt		R-1 (middle	)	F1	P-1	a-1	A-2
Long-term debt		A (high	)	A	A2	A	BBB+
Subordinated debt		A		BBB+	Baa2	A-	BBB-
Trust preferred		A		BBB-	Baa3	N/A	BB
Preferred stock		BBB (high	)	BBB-	Ba1	N/A	BB
Ratings outlook		Stable		Stable	Stable	Stable	Stable

In the table above:

• The ratings and outlook are by DBRS, Inc. (DBRS), Fitch, Inc. (Fitch), Moody’s Investors Service (Moody’s), Rating and Investment Information, Inc. (R&I), and Standard & Poor’s Ratings Services (S&P).

• The ratings for trust preferred relate to the guaranteed preferred beneficial interests issued by Goldman Sachs Capital I.

• The DBRS, Fitch, Moody’s and S&P ratings for preferred stock include the APEX issued by Goldman Sachs Capital II and Goldman Sachs Capital III.

141 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents the unsecured credit ratings and outlook of GS Bank USA, GSIB, GSBE, GS&Co. and GSI.

	As of June 2021
		Fitch	Moody’s	S&P
GS Bank USA
Short-term debt		F1	P-1	A-1
Long-term debt		A+	A1	A+
Short-term bank deposits		F1+	P-1	N/A
Long-term bank deposits		AA-	A1	N/A
Ratings outlook		Stable	Stable	Stable
GSIB
Short-term debt		F1	P-1	A-1
Long-term debt		A+	A1	A+
Short-term bank deposits		F1	P-1	N/A
Long-term bank deposits		A+	A1	N/A
Ratings outlook		Stable	Stable	Stable
GSBE
Short-term debt		F1	P-1	A-1
Long-term debt		A	A1	A+
Short-term bank deposits		N/A	P-1	N/A
Long-term bank deposits		N/A	A1	N/A
Ratings outlook		Stable	Stable	Stable
GS&Co.
Short-term debt		F1	N/A	A-1
Long-term debt		A+	N/A	A+
Ratings outlook		Stable	N/A	Stable
GSI
Short-term debt		F1	P-1	A-1
Long-term debt		A+	A1	A+
Ratings outlook		Stable	Stable	Stable

We believe our credit ratings are primarily based on the credit rating agencies’ assessment of:

• Our liquidity, market, credit and operational risk management practices;

• Our level and variability of earnings;

• Our capital base;

• Our franchise, reputation and management;

• Our corporate governance; and

• The external operating and economic environment, including, in some cases, the assumed level of government support or other systemic considerations, such as potential resolution.

Certain of our derivatives have been transacted under bilateral agreements with counterparties who may require us to post collateral or terminate the transactions based on changes in our credit ratings. We manage our GCLA to ensure we would, among other potential requirements, be able to make the additional collateral or termination payments that may be required in the event of a

two-notch

reduction in our long-term credit ratings, as well as collateral that has not been called by counterparties, but is available to them.

See Note 7 to the consolidated financial statements for further information about derivatives with credit-related contingent features and the additional collateral or termination payments related to our net derivative liabilities under bilateral agreements that could have been called by counterparties in the event of a

one-

or

two-notch

downgrade in our credit ratings.

Cash Flows

As a global financial institution, our cash flows are complex and bear little relation to our net earnings and net assets. Consequently, we believe that traditional cash flow analysis is less meaningful in evaluating our liquidity position than the liquidity and asset-liability management policies described above. Cash flow analysis may, however, be helpful in highlighting certain macro trends and strategic initiatives in our businesses.

Six Months Ended June 2021.

Our cash and cash equivalents increased by $84.45 billion to $240.29 billion at the end of the second quarter of 2021, due to net cash provided by financing and operating activities, partially offset by net cash used for investing activities. The net cash provided by financing activities primarily reflected an increase in net deposits, principally reflecting increases in institutional, transaction banking, consumer and deposit sweep programs deposits, and net issuance of unsecured long-term borrowings. The net cash provided by operating activities primarily reflected net earnings, an increase in trading liabilities and a decrease in trading assets, partially offset by an increase in collateralized transactions (an increase in collateralized agreements, partially offset by an increase in collateralized financings). The net cash used for investing activities primarily reflected purchases of investments and an increase in net lending activities, partially offset by sales and paydowns of investments.

Six Months Ended June 2020.

Our cash and cash equivalents decreased by $947 million to $132.60 billion at the end of the second quarter of 2020, due to net cash used for operating activities and investing activities, partially offset by net cash provided by financing activities. The net cash used for operating activities primarily reflected an increase in collateralized transactions (an increase in collateralized agreements and a decrease in collateralized financings) and trading assets, partially offset by an increase in trading liabilities as a result of our activities and our clients’ activities. The net cash used for investing activities primarily reflected an increase in net purchases of investments, reflecting an increase in U.S. government obligations accounted for as

available-for-sale.

The net cash provided by financing activities primarily reflected an increase in net deposits, reflecting increases in consumer, transaction banking and private bank deposits.

Goldman Sachs June 2021 Form 10-Q 142

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Market Risk Management

Overview

Market risk is the risk of loss in the value of our inventory, investments, loans and other financial assets and liabilities accounted for at fair value due to changes in market conditions. We hold such positions primarily for market making for our clients and for our investing and financing activities, and therefore, these positions change based on client demands and our investment opportunities. Since these positions are accounted for at fair value, they fluctuate on a daily basis, with the related gains and losses included in the consolidated statements of earnings. We employ a variety of risk measures, each described in the respective sections below, to monitor market risk. Categories of market risk include the following:

• Interest rate risk: results from exposures to changes in the level, slope and curvature of yield curves, the volatilities of interest rates, prepayment speeds and credit spreads;

• Equity price risk: results from exposures to changes in prices and volatilities of individual equities, baskets of equities and equity indices;

• Currency rate risk: results from exposures to changes in spot prices, forward prices and volatilities of currency rates; and

• Commodity price risk: results from exposures to changes in spot prices, forward prices and volatilities of commodities, such as crude oil, petroleum products, natural gas, electricity, and precious and base metals.

Market Risk, which is independent of our revenue-producing units and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our market risk through firmwide oversight across our global businesses.

Managers in revenue-producing units and Market Risk discuss market information, positions and estimated loss scenarios on an ongoing basis. Managers in revenue-producing units are accountable for managing risk within prescribed limits. These managers have

in-depth

knowledge of their positions, markets and the instruments available to hedge their exposures.

Market Risk Management Process

Our process for managing market risk includes the critical components of our risk management framework described in the “Overview and Structure of Risk Management,” as well as the following:

• Monitoring compliance with established market risk limits and reporting our exposures;

• Diversifying exposures;

• Controlling position sizes; and

• Evaluating mitigants, such as economic hedges in related securities or derivatives.

Our market risk management systems enable us to perform an independent calculation of VaR and stress measures, capture risk measures at individual position levels, attribute risk measures to individual risk factors of each position, report many different views of the risk measures (e.g., by desk, business, product type or entity) and produce ad hoc analyses in a timely manner.

Risk Measures

We produce risk measures and monitor them against established market risk limits. These measures reflect an extensive range of scenarios and the results are aggregated at product, business and firmwide levels.

We use a variety of risk measures to estimate the size of potential losses for both moderate and more extreme market moves over both short- and long-term time horizons. Our primary risk measures are VaR, which is used for shorter-term periods, and stress tests. Our risk reports detail key risks, drivers and changes for each desk and business, and are distributed daily to senior management of both our revenue-producing units and our independent risk oversight and control functions.

Value-at-Risk.

VaR is the potential loss in value due to adverse market movements over a defined time horizon with a specified confidence level. For assets and liabilities included in VaR, see “Financial Statement Linkages to Market Risk Measures.” We typically employ a

one-day

time horizon with a 95% confidence level. We use a single VaR model, which captures risks, including interest rates, equity prices, currency rates and commodity prices. As such, VaR facilitates comparison across portfolios of different risk characteristics. VaR also captures the diversification of aggregated risk at the firmwide level.

We are aware of the inherent limitations to VaR and therefore use a variety of risk measures in our market risk management process. Inherent limitations to VaR include:

• VaR does not estimate potential losses over longer time horizons where moves may be extreme;

• VaR does not take account of the relative liquidity of different risk positions; and

• Previous moves in market risk factors may not produce accurate predictions of all future market moves.

143 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

To comprehensively capture our exposures and relevant risks in our VaR calculation, we use historical simulations with full valuation of market factors at the position level by simultaneously shocking the relevant market factors for that position. These market factors include spot prices, credit spreads, funding spreads, yield curves, volatility and correlation, and are updated periodically based on changes in the composition of positions, as well as variations in market conditions. We sample from five years of historical data to generate the scenarios for our VaR calculation. The historical data is weighted so that the relative importance of the data reduces over time. This gives greater importance to more recent observations and reflects current asset volatilities, which improves the accuracy of our estimates of potential loss. As a result, even if our positions included in VaR were unchanged, our VaR would increase with increasing market volatility and vice versa.

Given its reliance on historical data, VaR is most effective in estimating risk exposures in markets in which there are no sudden fundamental changes or shifts in market conditions.

Our VaR measure does not include:

• Positions that are best measured and monitored using sensitivity measures; and

• The impact of changes in counterparty and our own credit spreads on derivatives, as well as changes in our own credit spreads on financial liabilities for which the fair value option was elected.

We perform daily backtesting of our VaR model (i.e., comparing daily net revenues for positions included in VaR to the VaR measure calculated as of the prior business day) at the firmwide level and for each of our businesses and major regulated subsidiaries.

Stress Testing.

Stress testing is a method of determining the effect of various hypothetical stress scenarios. We use stress testing to examine risks of specific portfolios, as well as the potential impact of our significant risk exposures. We use a variety of stress testing techniques to calculate the potential loss from a wide range of market moves on our portfolios, including firmwide stress tests, sensitivity analysis and scenario analysis. The results of our various stress tests are analyzed together for risk management purposes. See “Overview and Structure of Risk Management” for information about firmwide stress tests.

Sensitivity analysis is used to quantify the impact of a market move in a single risk factor across all positions (e.g., equity prices or credit spreads) using a variety of defined market shocks, ranging from those that could be expected over a

one-day

time horizon up to those that could take many months to occur. We also use sensitivity analysis to quantify the impact of the default of any single entity, which captures the risk of large or concentrated exposures.

Scenario analysis is used to quantify the impact of a specified event, including how the event impacts multiple risk factors simultaneously. For example, for sovereign stress testing we calculate potential direct exposure associated with our sovereign positions, as well as the corresponding debt, equity and currency exposures associated with our

non-sovereign

positions that may be impacted by the sovereign distress. When conducting scenario analysis, we often consider a number of possible outcomes for each scenario, ranging from moderate to severely adverse market impacts. In addition, these stress tests are constructed using both historical events and forward-looking hypothetical scenarios.

Unlike VaR measures, which have an implied probability because they are calculated at a specified confidence level, there may not be an implied probability that our stress testing scenarios will occur. Instead, stress testing is used to model both moderate and more extreme moves in underlying market factors. When estimating potential loss, we generally assume that our positions cannot be reduced or hedged (although experience demonstrates that we are generally able to do so).

Limits

We use market risk limits at various levels to manage the size of our market exposures. These limits are set based on VaR and on a range of stress tests relevant to our exposures. See “Overview and Structure of Risk Management” for information about the limit approval process.

Market Risk is responsible for monitoring these limits, and identifying and escalating to senior management and/or the appropriate risk committee, on a timely basis, instances where limits have been exceeded (e.g., due to positional changes or changes in market conditions, such as increased volatilities or changes in correlations). Such instances are remediated by a reduction in the positions we hold and/or a temporary or permanent increase to the limit.

Metrics

We analyze VaR at the firmwide level and a variety of more detailed levels, including by risk category, business and region. Diversification effect in the tables below represents the difference between total VaR and the sum of the VaRs for the four risk categories. This effect arises because the four market risk categories are not perfectly correlated.

The table below presents our average daily VaR.

	Three Months Ended							Six Months Ended June
$ in millions		June 2021		March 2021		June 2020			2021		2020
Categories
Interest rates		$ 64		$ 58		$   98			$ 61		$  79
Equity prices		48		51		74			50		58
Currency rates		13		12		39			13		28
Commodity prices		22		22		24			22		18
Diversification effect		(57	)	(54	)	(113	)		(56	)	(82	)
Total		$ 90		$ 89		$ 122			$ 90		$101

Goldman Sachs June 2021 Form 10-Q 144

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Our average daily VaR increased to $90 million for the three months ended June 2021 from $89 million for the three months ended March 2021, due to increased exposures, partially offset by lower levels of volatility. The total increase of $1 million was primarily driven by an increase in the interest rates category, partially offset by a decrease in the equity prices category and an increase in the diversification effect.

Our average daily VaR decreased to $90 million for the three months ended June 2021 from $122 million for the three months ended June 2020, due to lower levels of volatility, partially offset by increased exposures. The total decrease of $32 million was primarily driven by decreases in the interest rates, equity prices and currency rates categories, partially offset by a decrease in the diversification effect.

Our average daily VaR decreased to $90 million for the six months ended June 2021 from $101 million for the six months ended June 2020, due to lower levels of volatility, partially offset by increased exposures. The total decrease of $11 million was primarily driven by decreases in the interest rates, currency rates and equity prices categories, partially offset by a decrease in the diversification effect.

The table below presents our

period-end

VaR.

	As of
$ in millions		June 2021		March 2021		June 2020
Categories
Interest rates		$ 74		$ 59		$   99
Equity prices		41		54		68
Currency rates		16		14		29
Commodity prices		25		16		24
Diversification effect		(61	)	(59	)	(101	)
Total		$ 95		$ 84		$ 119

Our

period-end

VaR increased to $95 million as of June 2021 from $84 million as of March 2021, due to increased exposures, partially offset by lower levels of volatility. The total increase of $11 million was primarily driven by increases in the interest rates and commodity prices categories, partially offset by a decrease in the equity prices category.

Our

period-end

VaR decreased to $95 million as of June 2021 from $119 million as of June 2020, due to lower levels of volatility, partially offset by increased exposures. The total decrease of $24 million was primarily driven by decreases in the equity prices, interest rates and currency rates categories, partially offset by a decrease in the diversification effect.

During the six months ended June 2021, the firmwide VaR risk limit was not exceeded, raised or reduced, and there were no permanent or temporary changes to the firmwide VaR risk limit. During 2020, the firmwide VaR risk limit was exceeded on 16 occasions (all of which occurred during the first half of 2020), primarily due to higher levels of volatility. There were no permanent changes to the firmwide VaR risk limit during this period. However, there were temporary increases to the firmwide VaR risk limit as a result of the market environment in 2020.

The table below presents our high and low VaR.

	Three Months Ended
	June 2021			March 2021			June 2020
$ in millions		High	Low		High	Low		High	Low
Categories
Interest rates		$  74	$58		$  67	$50		$120	$80
Equity prices		$  57	$37		$  71	$40		$116	$46
Currency rates		$  17	$10		$  16	$  9		$  49	$27
Commodity prices		$  32	$15		$  34	$14		$  54	$15
Firmwide
VaR		$101	$81		$105	$74		$158	$96

The chart below presents our daily VaR for the six months ended June 2021.

The table below presents, by number of business days, the frequency distribution of our daily net revenues for positions included in VaR.

	Three Months Ended June			Six Months Ended June
$ in millions		2021	2020		2021	2020
>$100		8	26		34	40
$75 - $100		13	13		28	21
$50 - $75		10	8		19	13
$25 - $50		13	10		16	22
$0 - $25		14	3		20	17
$(25) - $0		5	2		7	6
$(50) - $(25)		–	1		–	2
$(75) - $(50)		–	–		–	2
$(100) - $(75)		–	–		–	2
Total		63	63		124	125

145 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Daily net revenues for positions included in VaR are compared with VaR calculated as of the end of the prior business day. Net losses incurred on a single day for such positions did not exceed our 95%

one-day

VaR (i.e., a VaR exception) during both the three months ended June 2021 and June 2020.

During periods in which we have significantly more positive net revenue days than net revenue loss days, we expect to have fewer VaR exceptions because, under normal conditions, our business model generally produces positive net revenues. In periods in which our franchise revenues are adversely affected, we generally have more loss days, resulting in more VaR exceptions. The daily net revenues for positions included in VaR used to determine VaR exceptions reflect the impact of any intraday activity, including bid/offer net revenues, which are more likely than not to be positive by their nature.

Sensitivity Measures

Certain portfolios and individual positions are not included in VaR because VaR is not the most appropriate risk measure. Other sensitivity measures we use to analyze market risk are described below.

10% Sensitivity Measures.

The table below presents our market risk by asset category for positions accounted for at fair value, that are not included in VaR.

	As of
$ in millions		June 2021	March 2021	June 2020
Equity		$2,096	$1,831	$1,723
Debt		2,429	2,486	2,316
Total		$4,525	$4,317	$4,039

In the table above:

• The market risk of these positions is determined by estimating the potential reduction in net revenues of a 10% decline in the value of these positions.

• Equity positions relate to private and restricted public equity securities, including interests in funds that invest in corporate equities and real estate and interests in hedge funds.

• Debt positions include interests in funds that invest in corporate mezzanine and senior debt instruments, loans backed by commercial and residential real estate, corporate bank loans and other corporate debt, including acquired portfolios of distressed loans.

• Funded equity and debt positions are included in our consolidated balance sheets in investments and loans. See Note 8 to the consolidated financial statements for further information about investments and Note 9 to the consolidated financial statements for further information about loans.

• These measures do not reflect the diversification effect across asset categories or across other market risk measures.

Credit and Funding Spread Sensitivity on Derivatives and Financial Liabilities.

VaR excludes the impact of changes in counterparty credit spreads, our own credit spreads and unsecured funding spreads on derivatives, as well as changes in our own credit spreads (debt valuation adjustment) on financial liabilities for which the fair value option was elected. The estimated sensitivity to a one basis point increase in credit spreads (counterparty and our own) and unsecured funding spreads on derivatives (including hedges) was a loss of $2 million as of both June 2021 and March 2021. In addition, the estimated sensitivity to a one basis point increase in our own credit spreads on financial liabilities for which the fair value option was elected was a gain of $31 million as of June 2021 and $28 million as of March 2021. However, the actual net impact of a change in our own credit spreads is also affected by the liquidity, duration and convexity (as the sensitivity is not linear to changes in yields) of those financial liabilities for which the fair value option was elected, as well as the relative performance of any hedges undertaken.

Interest Rate Sensitivity.

Loans accounted for at amortized cost were $116.04 billion as of June 2021 and $104.60 billion as of March 2021, substantially all of which had floating interest rates. The estimated sensitivity to a 100 basis point increase in interest rates on such loans was $826 million as of June 2021 and $808 million as of March 2021 of additional interest income over a twelve-month period, which does not take into account the potential impact of an increase in costs to fund such loans. See Note 9 to the consolidated financial statements for further information about loans accounted for at amortized cost.

Other Market Risk Considerations

We make investments in securities that are accounted for as

available-for-sale,

held-to-maturity

or under the equity method which are included in investments in the consolidated balance sheets. See Note 8 to the consolidated financial statements for further information.

Direct investments in real estate are accounted for at cost less accumulated depreciation. See Note 12 to the consolidated financial statements for further information about other assets.

Goldman Sachs June 2021 Form 10-Q 146

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Financial Statement Linkages to Market Risk Measures

We employ a variety of risk measures, each described in the respective sections above, to monitor market risk across the consolidated balance sheets and consolidated statements of earnings. The related gains and losses on these positions are included in market making, other principal transactions, interest income and interest expense in the consolidated statements of earnings, and debt valuation adjustment in the consolidated statements of comprehensive income.

The table below presents certain assets and liabilities in our consolidated balance sheets and the market risk measures used to assess those assets and liabilities.

Assets or Liabilities	Market Risk Measures
Collateralized agreements, at fair value	VaR
Customer and other receivables, at fair value	10% Sensitivity Measures
Trading assets	VaR Credit Spread Sensitivity
Investments, at fair value	VaR 10% Sensitivity Measures
Loans	VaR 10% Sensitivity Measures Interest Rate Sensitivity
Deposits, at fair value	VaR Credit Spread Sensitivity
Collateralized financings, at fair value	VaR
Trading liabilities	VaR Credit Spread Sensitivity
Unsecured borrowings, at fair value	VaR Credit Spread Sensitivity

Credit Risk Management

Overview

Credit risk represents the potential for loss due to the default or deterioration in credit quality of a counterparty (e.g., an OTC derivatives counterparty or a borrower) or an issuer of securities or other instruments we hold. Our exposure to credit risk comes mostly from client transactions in OTC derivatives and loans and lending commitments. Credit risk also comes from cash placed with banks, securities financing transactions (i.e., resale and repurchase agreements and securities borrowing and lending activities) and customer and other receivables.

Credit Risk, which is independent of our revenue-producing units and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our credit risk through firmwide oversight across our global businesses. In addition, we hold other positions that give rise to credit risk (e.g., bonds and secondary bank loans). These credit risks are captured as a component of market risk measures, which are monitored and managed by Market Risk. We also enter into derivatives to manage market risk exposures. Such derivatives also give rise to credit risk, which is monitored and managed by Credit Risk.

Credit Risk Management Process

Our process for managing credit risk includes the critical components of our risk management framework described in the “Overview and Structure of Risk Management,” as well as the following:

• Monitoring compliance with established credit risk limits and reporting our credit exposures and credit concentrations;

• Establishing or approving underwriting standards;

• Assessing the likelihood that a counterparty will default on its payment obligations;

• Measuring our current and potential credit exposure and losses resulting from a counterparty default;

• Using credit risk mitigants, including collateral and hedging; and

• Maximizing recovery through active workout and restructuring of claims.

We also perform credit reviews, which include initial and ongoing analyses of our counterparties. For substantially all of our credit exposures, the core of our process is an annual counterparty credit review. A credit review is an independent analysis of the capacity and willingness of a counterparty to meet its financial obligations, resulting in an internal credit rating. The determination of internal credit ratings also incorporates assumptions with respect to the nature of and outlook for the counterparty’s industry, and the economic environment. Senior personnel, with expertise in specific industries, inspect and approve credit reviews and internal credit ratings.

Our risk assessment process may also include, where applicable, reviewing certain key metrics, including, but not limited to, delinquency status, collateral values, FICO credit scores and other risk factors.

147 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Our credit risk management systems capture credit exposure to individual counterparties and on an aggregate basis to counterparties and their subsidiaries. These systems also provide management with comprehensive information about our aggregate credit risk by product, internal credit rating, industry, country and region.

Risk Measures

We measure our credit risk based on the potential loss in the event of

non-payment

by a counterparty using current and potential exposure. For derivatives and securities financing transactions, current exposure represents the amount presently owed to us after taking into account applicable netting and collateral arrangements, while potential exposure represents our estimate of the future exposure that could arise over the life of a transaction based on market movements within a specified confidence level. Potential exposure also takes into account netting and collateral arrangements. For loans and lending commitments, the primary measure is a function of the notional amount of the position.

Stress Tests

We conduct regular stress tests to calculate the credit exposures, including potential concentrations that would result from applying shocks to counterparty credit ratings or credit risk factors (e.g., currency rates, interest rates, equity prices). These shocks cover a wide range of moderate and more extreme market movements, including shocks to multiple risk factors, consistent with the occurrence of a severe market or economic event. In the case of sovereign default, we estimate the direct impact of the default on our sovereign credit exposures, changes to our credit exposures arising from potential market moves in response to the default, and the impact of credit market deterioration on corporate borrowers and counterparties that may result from the sovereign default. Unlike potential exposure, which is calculated within a specified confidence level, stress testing does not generally assume a probability of these events occurring. We also perform firmwide stress tests. See “Overview and Structure of Risk Management” for information about firmwide stress tests.

To supplement these regular stress tests, as described above, we also conduct tailored stress tests on an ad hoc basis in response to specific market events that we deem significant. We also utilize these stress tests to estimate the indirect impact of certain hypothetical events on our country exposures, such as the impact of credit market deterioration on corporate borrowers and counterparties along with the shocks to the risk factors described above. The parameters of these shocks vary based on the scenario reflected in each stress test. We review estimated losses produced by the stress tests in order to understand their magnitude, highlight potential loss concentrations, and assess and mitigate our exposures where necessary.

Limits

We use credit risk limits at various levels, as well as underwriting standards to manage the size and nature of our credit exposures. Limits for industries and countries are based on our risk appetite and are designed to allow for regular monitoring, review, escalation and management of credit risk concentrations. See “Overview and Structure of Risk Management” for information about the limit approval process.

Credit Risk is responsible for monitoring these limits, and identifying and escalating to senior management and/or the appropriate risk committee, on a timely basis, instances where limits have been exceeded.

Risk Mitigants

To reduce our credit exposures on derivatives and securities financing transactions, we may enter into netting agreements with counterparties that permit us to offset receivables and payables with such counterparties. We may also reduce credit risk with counterparties by entering into agreements that enable us to obtain collateral from them on an upfront or contingent basis and/or to terminate transactions if the counterparty’s credit rating falls below a specified level. We monitor the fair value of the collateral to ensure that our credit exposures are appropriately collateralized. We seek to minimize exposures where there is a significant positive correlation between the creditworthiness of our counterparties and the market value of collateral we receive.

For loans and lending commitments, depending on the credit quality of the borrower and other characteristics of the transaction, we employ a variety of potential risk mitigants. Risk mitigants include collateral provisions, guarantees, covenants, structural seniority of the bank loan claims and, for certain lending commitments, provisions in the legal documentation that allow us to adjust loan amounts, pricing, structure and other terms as market conditions change. The type and structure of risk mitigants employed can significantly influence the degree of credit risk involved in a loan or lending commitment.

When we do not have sufficient visibility into a counterparty’s financial strength or when we believe a counterparty requires support from its parent, we may obtain third-party guarantees of the counterparty’s obligations. We may also mitigate our credit risk using credit derivatives or participation agreements.

Goldman Sachs June 2021 Form 10-Q 148

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Credit Exposures

As of June 2021, our aggregate credit exposure increased as compared with December 2020, primarily reflecting increases in cash deposits with central banks and loans and lending commitments. The percentage of our credit exposures arising from

non-investment-grade

counterparties (based on our internally determined public rating agency equivalents) decreased as compared with December 2020, primarily reflecting an increase in investment-grade credit exposure related to cash deposits with central banks. Our credit exposure to counterparties that defaulted during the six months ended June 2021 was lower as compared with our credit exposure to counterparties that defaulted during the same prior year period, and such exposure was primarily related to loans and lending commitments. Our credit exposure to counterparties that defaulted during the six months ended June 2021 remained low, representing less than 1% of our total credit exposure. Estimated losses associated with these defaults have been recognized in earnings. Our credit exposures are described further below.

Cash and Cash Equivalents.

Our credit exposure on cash and cash equivalents arises from our unrestricted cash, and includes both interest-bearing and

non-interest-bearing

deposits. To mitigate the risk of credit loss, we place substantially all of our deposits with highly rated banks and central banks.

The table below presents our credit exposure from unrestricted cash and cash equivalents, and the concentration by industry, region and internally determined public rating agency equivalents.

	As of
$ in millions		June 2021	December 2020
Cash and Cash Equivalents		$216,907	$131,324
Industry
Financial Institutions		6%	11%
Sovereign		94%	89%
Total		100%	100%
Region
Americas		64%	45%
EMEA		28%	41%
Asia		8%	14%
Total		100%	100%
Credit Quality (Credit Rating Equivalent)
AAA		69%	44%
AA		21%	38%
A		9%	17%
BBB		1%	1%
Total		100%	100%

The table above excludes cash segregated for regulatory and other purposes of $23.38 billion as of June 2021 and $24.52 billion as of December 2020.

OTC Derivatives.

Our credit exposure on OTC derivatives arises primarily from our market-making activities. As a market maker, we enter into derivative transactions to provide liquidity to clients and to facilitate the transfer and hedging of their risks. We also enter into derivatives to manage market risk exposures. We manage our credit exposure on OTC derivatives using the credit risk process, measures, limits and risk mitigants described above.

We generally enter into OTC derivatives transactions under bilateral collateral arrangements that require the daily exchange of collateral. As credit risk is an essential component of fair value, we include a credit valuation adjustment (CVA) in the fair value of derivatives to reflect counterparty credit risk, as described in Note 7 to the consolidated financial statements. CVA is a function of the present value of expected exposure, the probability of counterparty default and the assumed recovery upon default.

The table below presents our net credit exposure from OTC derivatives and the concentration by industry and region.

	As of
$ in millions		June 2021		December 2020
OTC derivative assets		$ 60,594		$ 64,850
Collateral (not netted under U.S. GAAP)		(17,207	)	(18,990	)
Net credit exposure		$ 43,387		$ 45,860
Industry
Consumer & Retail		3%		4%
Diversified Industrials		15%		23%
Financial Institutions		12%		12%
Funds		16%		12%
Healthcare		1%		2%
Municipalities & Nonprofit		5%		6%
Natural Resources & Utilities		22%		11%
Sovereign		9%		14%
Technology, Media & Telecommunications		11%		12%
Other (including Special Purpose Vehicles)		6%		4%
Total		100%		100%
Region
Americas		59%		62%
EMEA		32%		30%
Asia		9%		8%
Total		100%		100%

In the table above:

• OTC derivative assets, included in the consolidated balance sheets, are reported on a net-by-counterparty basis (i.e., the net receivable for a given counterparty) when a legal right of setoff exists under an enforceable netting agreement (counterparty netting) and are accounted for at fair value, net of cash collateral received under enforceable credit support agreements (cash collateral netting).

• Collateral represents cash collateral and the fair value of securities collateral, primarily U.S. and non-U.S. government and agency obligations, received under credit support agreements, that we consider when determining credit risk, but such collateral is not eligible for netting under U.S. GAAP.

149 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

The table below presents the distribution of our net credit exposure from OTC derivatives by tenor.

$ in millions	Investment- Grade		Non-Investment- Grade / Unrated		Total
As of June 2021
Less than 1 year	$   23,629		$   9,557		$   33,186
1 - 5 years	19,284		15,555		34,839
Greater than 5 years	66,299		6,811		73,110
Total	109,212		31,923		141,135
Netting	(87,561	)	(10,187	)	(97,748	)
Net credit exposure	$   21,651		$ 21,736		$   43,387
As of December 2020
Less than 1 year	$  22,332		$12,507		$  34,839
1 - 5 years	23,927		16,486		40,413
Greater than 5 years	77,653		8,958		86,611
Total	123,912		37,951		161,863
Netting	(101,691	)	(14,312	)	(116,003	)
Net credit exposure	$  22,221		$23,639		$  45,860

In the table above:

• Tenor is based on remaining contractual maturity.

• Netting includes counterparty netting across tenor categories and collateral that we consider when determining credit risk (including collateral that is not eligible for netting under U.S. GAAP). Counterparty netting within the same tenor category is included within such tenor category.

The tables below present the distribution of our net credit exposure from OTC derivatives by tenor and internally determined public rating agency equivalents.

	Investment-Grade
$ in millions		AAA		AA		A		BBB		Total
As of June 2021
Less than 1 year		$        850		$     5,073		$ 10,369		$   7,337		$     23,629
1 - 5 years		1,045		3,143		8,846		6,250		19,284
Greater than 5 years		13,392		5,976		24,392		22,539		66,299
Total		15,287		14,192		43,607		36,126		109,212
Netting		(12,936	)	(10,368	)	(36,466	)	(27,791	)	(87,561	)
Net credit exposure		$     2,351		$     3,824		$   7,141		$   8,335		$     21,651
As of December 2020
Less than 1 year		$      532		$   4,146		$11,440		$  6,214		$   22,332
1 - 5 years		1,069		4,189		10,976		7,693		23,927
Greater than 5 years		16,550		7,403		28,410		25,290		77,653
Total		18,151		15,738		50,826		39,197		123,912
Netting		(14,364	)	(11,230	)	(44,529	)	(31,568	)	(101,691	)
Net credit exposure		$   3,787		$   4,508		$  6,297		$  7,629		$   22,221

	Non-Investment-Grade /Unrated
$ in millions		BB or lower		Unrated		Total
As of June 2021
Less than 1 year		$   8,842		$        715		$       9,557
1 - 5 years		15,361		194		15,555
Greater than 5 years		6,675		136		6,811
Total		30,878		1,045		31,923
Netting		(10,110	)	(77	)	(10,187	)
Net credit exposure		$ 20,768		$        968		$     21,736
As of December 2020
Less than 1 year		$11,541		$      966		$   12,507
1 - 5 years		16,274		212		16,486
Greater than 5 years		8,844		114		8,958
Total		36,659		1,292		37,951
Netting		(14,114	)	(198	)	(14,312	)
Net credit exposure		$22,545		$   1,094		$   23,639

Lending Activities.

We manage our lending activities using the credit risk process, measures, limits and risk mitigants described above. Other lending positions, including secondary trading positions, are risk-managed as a component of market risk.

The table below presents our loans and lending commitments.

$ in millions	Loans		Lending Commitments		Total
As of June 2021
Corporate	$  47,814		$164,732		$212,546
Wealth management	39,955		3,440		43,395
Commercial real estate	19,468		5,133		24,601
Residential real estate	12,218		2,605		14,823
Consumer:
Installment	3,257		8		3,265
Credit cards	5,210		28,529		33,739
Other	5,886		5,564		11,450
Total, gross	133,808		210,011		343,819
Allowance for loan losses	(3,271	)	(822	)	(4,093	)
Total	$130,537		$209,189		$339,726
As of December 2020
Corporate	$  48,659		$135,818		$184,477
Wealth management	33,023		3,103		36,126
Commercial real estate	20,290		4,268		24,558
Residential real estate	5,750		1,900		7,650
Consumer:
Installment	3,823		4		3,827
Credit cards	4,270		21,640		25,910
Other	4,174		4,842		9,016
Total, gross	119,989		171,575		291,564
Allowance for loan losses	(3,874	)	(557	)	(4,431	)
Total	$116,115		$171,018		$287,133

Goldman Sachs June 2021 Form 10-Q 150

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Corporate.

Corporate loans and lending commitments include term loans, revolving lines of credit, letter of credit facilities and bridge loans, and are principally used for operating and general corporate purposes, or in connection with acquisitions. Corporate loans may be secured or unsecured, depending on the loan purpose, the risk profile of the borrower and other factors.

The table below presents our credit exposure from corporate loans and lending commitments, and the concentration by industry, region, internally determined public rating agency equivalents and other credit metrics.

$ in millions	Loans	Lending Commitments	Total
As of June 2021
Corporate	$47,814	$164,732	$212,546
Industry
Consumer & Retail	7%	11%	10%
Diversified Industrials	16%	22%	21%
Financial Institutions	6%	7%	7%
Funds	18%	3%	7%
Healthcare	7%	11%	10%
Natural Resources & Utilities	10%	15%	14%
Real Estate	6%	5%	5%
Technology, Media & Telecommunications	19%	22%	21%
Other (including Special Purpose Vehicles)	11%	4%	5%
Total	100%	100%	100%
Region
Americas	57%	74%	70%
EMEA	33%	24%	26%
Asia	10%	2%	4%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
AAA	–	1%	1%
AA	1%	4%	3%
A	6%	15%	13%
BBB	17%	37%	32%
BB or lower	75%	42%	50%
Other metrics/unrated	1%	1%	1%
Total	100%	100%	100%
As of December 2020
Corporate	$48,659	$135,818	$184,477
Industry
Consumer & Retail	7%	14%	12%
Diversified Industrials	17%	17%	17%
Financial Institutions	10%	6%	7%
Funds	13%	3%	6%
Healthcare	7%	12%	11%
Natural Resources & Utilities	12%	18%	16%
Real Estate	8%	6%	6%
Technology, Media & Telecommunications	17%	19%	19%
Other (including Special Purpose Vehicles)	9%	5%	6%
Total	100%	100%	100%
Region
Americas	60%	70%	67%
EMEA	31%	28%	29%
Asia	9%	2%	4%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
AAA	–	1%	1%
AA	–	5%	4%
A	6%	19%	15%
BBB	13%	36%	30%
BB or lower	80%	38%	49%
Other metrics/unrated	1%	1%	1%
Total	100%	100%	100%

In the table above, credit exposure excludes $3.20 billion as of both June 2021 and December 2020 relating to issued letters of credit which are classified as guarantees in our consolidated financial statements. See Note 18 to the consolidated financial statements for further information about guarantees.

Wealth Management.

Wealth management loans and lending commitments are extended to private bank clients, including wealth management and other clients. These loans are used to finance investments in both financial and nonfinancial assets, bridge cash flow timing gaps or provide liquidity for other needs. Substantially all of such loans are secured by securities, residential real estate, commercial real estate or other assets.

The table below presents our credit exposure from wealth management loans and lending commitments, and the concentration by region, internally determined public rating agency equivalents and other credit metrics.

$ in millions	Loans	Lending Commitments	Total
As of June 2021
Wealth Management	$39,955	$3,440	$43,395
Region
Americas	86%	97%	87%
EMEA	11%	3%	10%
Asia	3%	–	3%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	70%	57%	70%
Non-investment-grade	14%	20%	14%
Other metrics/unrated	16%	23%	16%
Total	100%	100%	100%
As of December 2020
Wealth Management	$33,023	$3,103	$36,126
Region
Americas	88%	99%	89%
EMEA	10%	1%	9%
Asia	2%	–	2%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	67%	58%	66%
Non-investment-grade	16%	21%	17%
Other metrics/unrated	17%	21%	17%
Total	100%	100%	100%

In the table above, other metrics/unrated loans primarily include loans backed by residential real estate. Our risk assessment process for such loans include reviewing certain key metrics, such as

loan-to-value

ratio and delinquency status.

151 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Commercial Real Estate.

Commercial real estate loans and lending commitments include originated loans and lending commitments (other than those extended to private bank clients) that are directly or indirectly secured by hotels, retail stores, multifamily housing complexes and commercial and industrial properties. Commercial real estate loans and lending commitments also includes loans and lending commitments extended to clients who warehouse assets that are directly or indirectly backed by commercial real estate. In addition, commercial real estate includes loans purchased by us.

The table below presents our credit exposure from commercial real estate loans and lending commitments, and the concentration by region, internally determined public rating agency equivalents and other credit metrics.

$ in millions	Loans	Lending Commitments	Total
As of June 2021
Commercial Real Estate	$19,468	$5,133	$24,601
Region
Americas	70%	76%	72%
EMEA	22%	10%	19%
Asia	8%	14%	9%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	9%	17%	10%
Non-investment-grade	87%	83%	86%
Other metrics/unrated	4%	–	4%
Total	100%	100%	100%
As of December 2020
Commercial Real Estate	$20,290	$4,268	$24,558
Region
Americas	71%	65%	70%
EMEA	19%	10%	18%
Asia	10%	25%	12%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	9%	13%	10%
Non-investment-grade	86%	87%	86%
Other metrics/unrated	5%	–	4%
Total	100%	100%	100%

In the table above, credit exposure includes loans and lending commitments of $7.52 billion as of June 2021 and $7.88 billion as of December 2020 which are extended to clients who warehouse assets that are directly or indirectly backed by commercial real estate.

In addition, we also have credit exposure to certain commercial real estate loans held for securitization of $569 million as of June 2021 and $503 million as of December 2020. Such loans are included in trading assets in our consolidated balance sheets.

Residential Real Estate.

Residential real estate loans and lending commitments are extended to clients (other than those extended to private bank clients) who warehouse assets that are directly or indirectly secured by residential real estate and also includes loans purchased by us.

The table below presents our credit exposure from residential real estate loans and lending commitments, and the concentration by region, internally determined public rating agency equivalents and other credit metrics.

$ in millions	Loans	Lending Commitments	Total
As of June 2021
Residential Real Estate	$12,218	$2,605	$14,823
Region
Americas	90%	89%	90%
EMEA	8%	11%	8%
Asia	2%	–	2%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	6%	11%	7%
Non-investment-grade	84%	86%	84%
Other metrics/unrated	10%	3%	9%
Total	100%	100%	100%
As of December 2020
Residential Real Estate	$  5,750	$1,900	$  7,650
Region
Americas	88%	98%	91%
EMEA	9%	2%	7%
Asia	3%	–	2%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	11%	2%	9%
Non-investment-grade	67%	93%	73%
Other metrics/unrated	22%	5%	18%
Total	100%	100%	100%

In the table above:

• Credit exposure includes loans and lending commitments of $12.71 billion as of June 2021 and $5.71 billion as of December 2020 which are extended to clients who warehouse assets that are directly or indirectly secured by residential real estate.

• Other metrics/unrated primarily includes loans purchased by us. Our risk assessment process for such loans includes reviewing certain key metrics, such as loan-to-value ratio, delinquency status, collateral values, expected cash flows and other risk factors.

In addition, we also have exposure to residential real estate loans held for securitization of $6.69 billion as of June 2021 and $5.57 billion as of December 2020. Such loans are included in trading assets in our consolidated balance sheets.

Goldman Sachs June 2021 Form 10-Q 152

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Installment and Credit Card Lending.

We originate unsecured installment loans and credit card loans (pursuant to revolving lines of credit) to consumers in the Americas. The credit card lines are cancellable by us and therefore do not result in credit exposure.

The table below presents our credit exposure from originated installment and credit card funded loans, and the concentration by the five most concentrated U.S. states.

	As of
$ in millions		June 2021	December 2020
Installment		$3,257	$3,823
California		11%	11%
Texas		9%	9%
New York		7%	7%
Florida		7%	7%
Illinois		4%	4%
Other		62%	62%
Total		100%	100%
Credit Cards		$5,210	$4,270
California		19%	19%
Texas		9%	9%
New York		8%	8%
Florida		8%	8%
Illinois		4%	4%
Other		52%	52%
Total		100%	100%

See Note 9 to the consolidated financial statements for further information about the credit quality indicators of installment and credit card loans.

Other.

Other loans and lending commitments are extended to clients who warehouse assets that are directly or indirectly secured by consumer loans, including auto loans and private student loans, and other assets. Other loans also includes unsecured consumer and credit card loans purchased by us.

The table below presents our credit exposure from other loans and lending commitments, and the concentration by region, internally determined public rating agency equivalents and other credit metrics.

$ in millions	Loans	Lending Commitments	Total
As of June 2021
Other	$5,886	$5,564	$11,450
Region
Americas	85%	91%	88%
EMEA	13%	6%	10%
Asia	2%	3%	2%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	32%	86%	58%
Non-investment-grade	41%	14%	28%
Other metrics/unrated	27%	–	14%
Total	100%	100%	100%
As of December 2020
Other	$4,174	$4,842	$  9,016
Region
Americas	81%	98%	90%
EMEA	17%	–	8%
Asia	2%	2%	2%
Total	100%	100%	100%
Credit Quality (Credit Rating Equivalent)
Investment-grade	44%	94%	71%
Non-investment-grade	23%	6%	14%
Other metrics/unrated	33%	–	15%
Total	100%	100%	100%

In the table above:

• Credit exposure includes loans and lending commitments extended to clients who warehouse assets of $9.17 billion as of June 2021 and $7.28 billion as of December 2020.

• Other metrics/unrated primarily includes consumer and credit card loans purchased by us. Our risk assessment process for such loans includes reviewing certain key metrics, such as expected cash flows, delinquency status and other risk factors.

In addition, we also have exposure to other loans held for securitization of $610 million as of June 2021 and $420 million as of December 2020. Such loans are included in trading assets in our consolidated balance sheets.

Credit Hedges

To mitigate the credit risk associated with our lending activities, we obtain credit protection on certain loans and lending commitments through credit default swaps, both single-name and index-based contracts, and through the issuance of credit-linked notes. In addition, Sumitomo Mitsui Financial Group, Inc. provides us with credit loss protection on certain approved loan commitments.

153 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Securities Financing Transactions.

We enter into securities financing transactions in order to, among other things, facilitate client activities, invest excess cash, acquire securities to cover short positions and finance certain activities. We bear credit risk related to resale agreements and securities borrowed only to the extent that cash advanced or the value of securities pledged or delivered to the counterparty exceeds the value of the collateral received. We also have credit exposure on repurchase agreements and securities loaned to the extent that the value of securities pledged or delivered to the counterparty for these transactions exceeds the amount of cash or collateral received. Securities collateral for these transactions primarily includes U.S. and

non-U.S.

government and agency obligations.

The table below presents our credit exposure from securities financing transactions and the concentration by industry, region and internally determined public rating agency equivalents.

	As of
$ in millions		June 2021	December 2020
Securities Financing Transactions		$36,061	$30,190
Industry
Financial Institutions		40%	39%
Funds		29%	24%
Municipalities & Nonprofit		5%	5%
Sovereign		24%	30%
Other (including Special Purpose Vehicles)		2%	2%
Total		100%	100%
Region
Americas		34%	33%
EMEA		47%	46%
Asia		19%	21%
Total		100%	100%
Credit Quality (Credit Rating Equivalent)
AAA		11%	15%
AA		27%	28%
A		38%	40%
BBB		13%	10%
BB or lower		9%	5%
Unrated		2%	2%
Total		100%	100%

The table above reflects both netting agreements and collateral that we consider when determining credit risk.

Other Credit Exposures.

We are exposed to credit risk from our receivables from brokers, dealers and clearing organizations and customers and counterparties. Receivables from brokers, dealers and clearing organizations primarily consist of initial margin placed with clearing organizations and receivables related to sales of securities which have traded, but not yet settled. These receivables generally have minimal credit risk due to the low probability of clearing organization default and the short-term nature of receivables related to securities settlements. Receivables from customers and counterparties generally consist of collateralized receivables related to customer securities transactions and generally have minimal credit risk due to both the value of the collateral received and the short-term nature of these receivables.

The table below presents our other credit exposures and the concentration by industry, region and internally determined public rating agency equivalents.

	As of
$ in millions		June 2021	December 2020
Other Credit Exposures		$49,695	$56,429
Industry
Financial Institutions		83%	85%
Funds		11%	9%
Other (including Special Purpose Vehicles)		6%	6%
Total		100%	100%
Region
Americas		54%	54%
EMEA		35%	35%
Asia		11%	11%
Total		100%	100%
Credit Quality (Credit Rating Equivalent)
AAA		6%	5%
AA		46%	48%
A		25%	27%
BBB		6%	8%
BB or lower		16%	11%
Unrated		1%	1%
Total		100%	100%

The table above reflects collateral that we consider when determining credit risk.

Selected Exposures

We have credit and market exposures, as described below, that have had heightened focus given recent events and broad market concerns. Credit exposure represents the potential for loss due to the default or deterioration in credit quality of a counterparty or borrower. Market exposure represents the potential for loss in value of our long and short positions due to changes in market prices.

Goldman Sachs June 2021 Form 10-Q 154

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Country Exposures.

High external funding needs and inconsistent monetary policy have led to significant depreciation of the Turkish Lira prompting concerns about foreign exchange reserves and economic instability. As of June 2021, our total credit exposure to Turkey was $2.30 billion, which was to

non-sovereign

counterparties or borrowers. Such exposure consisted of $1.52 billion related to OTC derivatives, $174 million related to loans and lending commitments and $602 million related to secured receivables. After taking into consideration the benefit of hedges and Turkish corporate and sovereign collateral, and other risk mitigants provided by Turkish counterparties, our net credit exposure was $388 million. In addition, our total market exposure to Turkey as of June 2021 was $138 million, primarily to

non-sovereign

issuers or underliers. Such exposure consisted of $314 million related to debt, $(183) million related to credit derivatives and $7 million related to equities.

Liquidity pressures prompted the Argentine government to default and restructure local and foreign obligations in 2020. Economic challenges persist and the country still needs to secure new financial terms with the IMF. As of June 2021, our total credit exposure to Argentina was $133 million, which was to

non-sovereign

counterparties or borrowers, and was primarily related to loans and lending commitments. In addition, our total market exposure to Argentina as of June 2021 was $110 million, primarily to

non-sovereign

issuers or underliers. Such exposure consisted of $65 million related to debt, $(2) million related to credit derivatives and $47 million related to equities.

The restructuring of Lebanon’s sovereign debt and sharp currency depreciation have led to concerns about its financial and political stability. As of June 2021, our total credit and market exposure to Lebanon was not material.

Zambia’s sovereign debt default and ongoing liquidity pressures aggravated by the

COVID-19

pandemic have led to concerns about Zambia’s financial stability. As of June 2021, our total credit and market exposure to Zambia was not material.

Venezuela has delayed payments on its sovereign debt and its political situation remains unclear. As of June 2021, our total credit and market exposure to Venezuela was not material.

We have a comprehensive framework to monitor, measure and assess our country exposures and to determine our risk appetite. We determine the country of risk by the location of the counterparty, issuer or underlier’s assets, where they generate revenue, the country in which they are headquartered, the jurisdiction where a claim against them could be enforced, and/or the government whose policies affect their ability to repay their obligations. We monitor our credit exposure to a specific country both at the individual counterparty level, as well as at the aggregate country level. See “Stress Tests” for information about stress tests that are designed to estimate the direct and indirect impact of events involving the above countries.

Industry Exposures.

The sharp decline in economic activity as a result of the

COVID-19

pandemic has resulted in a significant impact to the gaming and lodging industry. As of June 2021, our credit exposure to gaming and lodging companies (including hotel owners and operators) related to loans and lending commitments was $2.63 billion ($541 million of loans and $2.09 billion of lending commitments). Such exposure included $2.59 billion of exposure to

non-investment-grade

counterparties ($541 million related to loans and $2.05 billion related to lending commitments), of which 72% was secured. In addition, we extend loans that are secured by hotel properties. As of June 2021, our exposure related to such loans and lending commitments was $1.46 billion and was to

non-investment-grade

counterparties. In addition, we have exposure to our clients in the gaming and lodging industry arising from derivatives. As of June 2021, our credit exposure related to derivatives and receivables to gaming and lodging companies was $175 million, which was to

non-investment-grade

counterparties. After taking into consideration the benefit of $80 million of hedges, our net credit exposure was $2.73 billion. As of June 2021, our market exposure related to gaming and lodging companies was $4 million, which was primarily to

non-investment-grade

issuers or underliers. Such exposure consisted of $32 million related to debt, $(335) million related to credit derivatives and $307 million related to equities.

155 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Concerns surrounding the

COVID-19

pandemic have resulted in a sharp decline in travel which has significantly impacted the airline industry. As of June 2021, our credit exposure to airline companies related to loans and lending commitments was $1.50 billion ($586 million of loans and $915 million of lending commitments) to

non-investment-grade

counterparties, of which 92% was secured. In addition, we have exposure to our clients in the airline industry arising from derivatives. As of June 2021, our credit exposure related to derivatives and receivables to airline companies was $146 million ($112 million to investment-grade counterparties and $34 million to

non-investment-grade

counterparties). After taking into consideration the benefit of $274 million of hedges, our net credit exposure was $1.37 billion. As of June 2021, our market exposure related to airline companies was $46 million, which was substantially all to

non-investment-grade

issuers or underliers. Such exposure consisted of $276 million related to debt, $(163) million related to credit derivatives and $(67) million related to equities.

Operational Risk Management

Overview

Operational risk is the risk of an adverse outcome resulting from inadequate or failed internal processes, people, systems or from external events. Our exposure to operational risk arises from routine processing errors, as well as extraordinary incidents, such as major systems failures or legal and regulatory matters.

Potential types of loss events related to internal and external operational risk include:

• Clients, products and business practices;

• Execution, delivery and process management;

• Business disruption and system failures;

• Employment practices and workplace safety;

• Damage to physical assets;

• Internal fraud; and

• External fraud.

Operational Risk, which is independent of our revenue-producing units and reports to our chief risk officer, has primary responsibility for developing and implementing a formalized framework for assessing, monitoring and managing operational risk with the goal of maintaining our exposure to operational risk at levels that are within our risk appetite.

Operational Risk Management Process

Our process for managing operational risk includes the critical components of our risk management framework described in the “Overview and Structure of Risk Management,” including a comprehensive data collection process, as well as firmwide policies and procedures, for operational risk events.

We combine

top-down

and

bottom-up

approaches to manage and measure operational risk. From a

top-down

perspective, our senior management assesses firmwide and business-level operational risk profiles. From a

bottom-up

perspective, our first and second lines of defense are responsible for risk identification and risk management on a

day-to-day

basis, including escalating operational risks to senior management.

We maintain a comprehensive control framework designed to provide a well-controlled environment to minimize operational risks. The Firmwide Operational Risk and Resilience Committee is responsible for overseeing operational risk, and for ensuring our business and operational resilience.

Our operational risk management framework is in part designed to comply with the operational risk measurement rules under the Capital Framework and has evolved based on the changing needs of our businesses and regulatory guidance.

We have established policies that require all employees to report and escalate operational risk events. When operational risk events are identified, our policies require that the events be documented and analyzed to determine whether changes are required in our systems and/or processes to further mitigate the risk of future events.

We use operational risk management applications to capture and organize operational risk event data and key metrics. One of our key risk identification and assessment tools is an operational risk and control self-assessment process, which is performed by our managers. This process consists of the identification and rating of operational risks, on a forward-looking basis, and the related controls. The results from this process are analyzed to evaluate operational risk exposures and identify businesses, activities or products with heightened levels of operational risk.

Goldman Sachs June 2021 Form 10-Q 156

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Risk Measurement

We measure our operational risk exposure using both statistical modeling and scenario analyses, which involve qualitative and quantitative assessments of internal and external operational risk event data and internal control factors for each of our businesses. Operational risk measurement also incorporates an assessment of business environment factors, including:

• Evaluations of the complexity of our business activities;

• The degree of automation in our processes;

• New activity information;

• The legal and regulatory environment; and

• Changes in the markets for our products and services, including the diversity and sophistication of our customers and counterparties.

The results from these scenario analyses are used to monitor changes in operational risk and to determine business lines that may have heightened exposure to operational risk. These analyses are used in the determination of the appropriate level of operational risk capital to hold. We also perform firmwide stress tests. See “Overview and Structure of Risk Management” for information about firmwide stress tests.

Types of Operational Risks

Increased reliance on technology and third-party relationships has resulted in increased operational risks, such as information and cyber security risk, third-party risk and business resilience risk. We manage those risks as follows:

Information and Cyber Security Risk.

Information and cyber security risk is the risk of compromising the confidentiality, integrity or availability of our data and systems, leading to an adverse impact to us, our reputation, our clients and/or the broader financial system. We seek to minimize the occurrence and impact of unauthorized access, disruption or use of information and/or information systems. We deploy and operate preventive and detective controls and processes to mitigate emerging and evolving information security and cyber security threats, including monitoring our network for known vulnerabilities and signs of unauthorized attempts to access our data and systems. There is increased information risk through diversification of our data across external service providers, including use of a variety of cloud-provided or -hosted services and applications. See “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K

for further information about information and cyber security risk.

Third-Party Risk.

Third-party risk, including vendor risk, is the risk of an adverse impact due to reliance on third parties performing services or activities on our behalf. These risks may include legal, regulatory, information security, reputational, operational or any other risks inherent in engaging a third party. We identify, manage and report key third-party risks and conduct due diligence across multiple risk domains, including information security and cyber security, resilience and additional third-party dependencies. The Third-Party Risk Program monitors, reviews and reassesses third-party risks on an ongoing basis. See “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K

for further information about third-party risk.

Business Resilience Risk.

Business resilience risk is the risk of disruption to our critical processes. We monitor threats and assess risks and seek to ensure our state of readiness in the event of a significant operational disruption to the normal operations of our critical functions or their dependencies, such as critical facilities, systems, third parties, data and/or personnel. We approach BCP through the lens of business and operational resilience. The resilience framework defines the fundamental principles for BCP and crisis management to ensure that critical functions can continue to operate in the event of a disruption. The business continuity program is comprehensive, consistent firmwide and

up-to-date,

incorporating new information, techniques and technologies as and when they become available, and our resilience recovery plans incorporate and test specific and measurable recovery time objectives in accordance with local market best practices and regulatory requirements, and under specific scenarios. See “Regulatory and Other Matters — Other Matters” for information about the impact of the

COVID-19

pandemic. See “Business — Business Continuity and Information Security” in Part I, Item 1 of the 2020

Form 10-K

for further information about business continuity.

Model Risk Management

Overview

Model risk is the potential for adverse consequences from decisions made based on model outputs that may be incorrect or used inappropriately. We rely on quantitative models across our business activities primarily to value certain financial assets and liabilities, to monitor and manage our risk, and to measure and monitor our regulatory capital.

Model Risk, which is independent of our revenue-producing units, model developers, model owners and model users, and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our model risk through firmwide oversight across our global businesses, and provides periodic updates to senior management, risk committees and the Risk Committee of the Board.

157 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Our model risk management framework is managed through a governance structure and risk management controls, which encompass standards designed to ensure we maintain a comprehensive model inventory, including risk assessment and classification, sound model development practices, independent review and model-specific usage controls. The Firmwide Model Risk Control Committee oversees our model risk management framework.

Model Review and Validation Process

Model Risk consists of quantitative professionals who perform an independent review, validation and approval of our models. This review includes an analysis of the model documentation, independent testing, an assessment of the appropriateness of the methodology used, and verification of compliance with model development and implementation standards.

We regularly refine and enhance our models to reflect changes in market or economic conditions and our business mix. All models are reviewed on an annual basis, and new models or significant changes to existing models and their assumptions are approved prior to implementation.

The model validation process incorporates a review of models and trade and risk parameters across a broad range of scenarios (including extreme conditions) in order to critically evaluate and verify:

• The model’s conceptual soundness, including the reasonableness of model assumptions, and suitability for intended use;

• The testing strategy utilized by the model developers to ensure that the models function as intended;

• The suitability of the calculation techniques incorporated in the model;

• The model’s accuracy in reflecting the characteristics of the related product and its significant risks;

• The model’s consistency with models for similar products; and

• The model’s sensitivity to input parameters and assumptions.

See “Critical Accounting Policies — Fair Value — Review of Valuation Models,” “Liquidity Risk Management,” “Market Risk Management,” “Credit Risk Management” and “Operational Risk Management” for further information about our use of models within these areas.

Available Information

Our internet address is

www.goldmansachs.com

and the investor relations section of our website is located at

www.goldmansachs.com/investor-relations

, where we make available, free of charge, our annual reports on

Form 10-K,

quarterly reports on

Form 10-Q

and current reports on

Form 8-K

and amendments to those reports filed or furnished pursuant to Section 13(a) or 15(d) of the Exchange Act, as well as proxy statements, as soon as reasonably practicable after we electronically file such material with, or furnish it to, the SEC. Also posted on our website, and available in print upon request of any shareholder to our Investor Relations Department (Investor Relations), are our certificate of incorporation and

by-laws,

charters for our Audit, Risk, Compensation, Corporate Governance and Nominating, and Public Responsibilities Committees, our Policy Regarding Director Independence Determinations, our Policy on Reporting of Concerns Regarding Accounting and Other Matters, our Corporate Governance Guidelines, our Code of Business Conduct and Ethics governing our directors, officers and employees, and our Sustainability Report. Within the time period required by the SEC, we will post on our website any amendment to the Code of Business Conduct and Ethics and any waiver applicable to any executive officer, director or senior financial officer.

Our website also includes information about (i) purchases and sales of our equity securities by our executive officers and directors; (ii) disclosure relating to certain

non-GAAP

financial measures (as defined in the SEC’s Regulation G) that we may make public orally, telephonically, by webcast, by broadcast or by other means; (iii) DFAST results; (iv) the public portion of our resolution plan submission; (v) our Pillar 3 disclosure; and (vi) our average daily LCR.

Goldman Sachs June 2021 Form 10-Q 158

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Investor Relations can be contacted at The Goldman Sachs Group, Inc., 200 West Street, 29th Floor, New York, New York 10282, Attn: Investor Relations, telephone:

212-902-0300,

e-mail:

gs-investor-relations@gs.com

. We use the following, as well as other social media channels, to disclose public information to investors, the media and others:

• our website (www.goldmansachs.com);

• our Twitter account (twitter.com/GoldmanSachs); and

• our Instagram account (instagram.com/GoldmanSachs).

Our officers may use similar social media channels to disclose public information. It is possible that certain information we or our officers post on our website and on social media could be deemed material, and we encourage investors, the media and others interested in Goldman Sachs to review the business and financial information we or our officers post on our website and on the social media channels identified above. The information on our website and those social media channels is not incorporated by reference into this

Form 10-Q.

Cautionary Statement Pursuant to the U.S. Private Securities Litigation Reform Act of 1995

We have included in this

Form 10-Q,

and our management may make, statements that may constitute “forward-looking statements” within the meaning of the safe harbor provisions of the U.S. Private Securities Litigation Reform Act of 1995. Forward-looking statements are not historical facts or statements of current conditions, but instead represent only our beliefs regarding future events, many of which, by their nature, are inherently uncertain and outside our control.

By identifying these statements for you in this manner, we are alerting you to the possibility that our actual results, financial condition, liquidity and capital actions may differ, possibly materially, from the anticipated results, financial condition and liquidity in these forward-looking statements. Important factors that could cause our results, financial condition, liquidity and capital actions to differ from those in these statements include, among others, those described below and in “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K.

These statements may relate to, among other things, (i) our future plans and results, including our target ROE, ROTE, efficiency ratio and CET1 capital ratio, and how they can be achieved, (ii) trends in or growth opportunities for our businesses, including the timing, costs, profitability, benefits and other aspects of business and strategic initiatives and their impact on our efficiency ratio, (iii) our level of future compensation expense, including as a percentage of both operating expenses and revenues net of provision for credit losses, (iv) our investment banking transaction backlog, (v) our expected interest income and interest expense, (vi) our expense savings and strategic locations initiatives, (vii) expenses we may incur, including future litigation expense and expenses from investing in our consumer and transaction banking businesses, (viii) the projected growth of our deposits and other funding, asset liability management and funding strategies and related interest expense savings, (ix) our business initiatives, including transaction banking and new consumer financial products, (x) our planned 2021 benchmark debt issuances, (xi) the amount, composition and location of GCLA we expect to hold, (xii) our credit exposures, (xiii) our expected provisions for credit losses (including those related to our planned

co-branded

credit card relationship with General Motors), (xiv) the adequacy of our allowance for credit losses, (xv) the projected growth of our installment loan and credit card businesses, (xvi) the objectives and effectiveness of our BCP strategy, information security program, risk management and liquidity policies, (xvii) our resolution plan and strategy and their implications for stakeholders, (xviii) the design and effectiveness of our resolution capital and liquidity models and triggers and alerts framework, (xix) the results of stress tests, (xx) the effect of changes to regulations, and our future status, activities or reporting under banking and financial regulation, (xxi) our expected tax rate, (xxii) the future state of our liquidity and regulatory capital ratios, and our prospective capital distributions (including dividends and repurchases), (xxiii) our expected SCB and

G-SIB

surcharge, (xxiv) legal proceedings, governmental investigations or other contingencies, (xxv) the asset recovery guarantee and our remediation activities related to our 1Malaysia Development Berhad (1MDB) settlements, (xxvi) the replacement of IBORs and our transition to alternative risk-free reference rates, (xxvii) the impact of the

COVID-19

pandemic on our business, results, financial position and liquidity, (xxviii) the effectiveness of our management of our human capital, including our diversity goals, (xxix) our plans for our people to return to our offices and (xxx) future inflation.

159 Goldman Sachs June 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Statements about our target ROE, ROTE, efficiency ratio and expense savings, and how they can be achieved, are based on our current expectations regarding our business prospects and are subject to the risk that we may be unable to achieve our targets due to, among other things, changes in our business mix, lower profitability of new business initiatives, increases in technology and other costs to launch and bring new business initiatives to scale, and increases in liquidity requirements.

Statements about our target ROE, ROTE and CET1 capital ratio, and how they can be achieved, are based on our current expectations regarding the capital requirements applicable to us and are subject to the risk that our actual capital requirements may be higher than currently anticipated because of, among other factors, changes in the regulatory capital requirements applicable to us resulting from changes in regulations or the interpretation or application of existing regulations or changes in the nature and composition of our activities.

Statements about the timing, costs, profitability, benefits and other aspects of business and expense savings initiatives, the level and composition of more durable revenues and increases in market share are based on our current expectations regarding our ability to implement these initiatives and actual results may differ, possibly materially, from current expectations due to, among other things, a delay in the timing of these initiatives, increased competition and an inability to reduce expenses and grow businesses with durable revenues.

Statements about the level of future compensation expense, including as a percentage of both operating expenses and revenues net of provision for credit losses, and our efficiency ratio as our platform business initiatives reach scale are subject to the risks that the compensation and other costs to operate our businesses, including platform initiatives, may be greater than currently expected.

Statements about our investment banking transaction backlog are subject to the risk that such transactions may be modified or may not be completed at all and related net revenues may not be realized or may be materially less than expected. Important factors that could have such a result include, for underwriting transactions, a decline or weakness in general economic conditions, an outbreak of hostilities, volatility in the securities markets or an adverse development with respect to the issuer of the securities and, for financial advisory transactions, a decline in the securities markets, an inability to obtain adequate financing, an adverse development with respect to a party to the transaction or a failure to obtain a required regulatory approval. For information about other important factors that could adversely affect our investment banking transactions, see “Risk Factors” in Part I, Item 1A of the 2020

Form 10-K.

Statements about the projected growth of our deposits and other funding, asset liability management and funding strategies and related interest expense savings, and our installment loan and credit card businesses, are subject to the risk that actual growth and savings may differ, possibly materially, from that currently anticipated due to, among other things, changes in interest rates and competition from other similar products.

Statements about planned 2021 benchmark debt issuances and the amount, composition and location of GCLA we expect to hold are subject to the risk that actual issuances and GCLA levels may differ, possibly materially, from that currently expected due to changes in market conditions, business opportunities or our funding and projected liquidity needs.

Statements about our expected provisions for credit losses (including those related to our planned

co-branded

credit card relationship with General Motors) are subject to the risk that actual credit losses may differ and our expectations may change, possibly materially, from that currently anticipated due to, among other things, changes to the composition of our loan portfolio and changes in the economic environment in future periods and our forecasts of future economic conditions, as well as changes in our models, policies and other management judgments.

Statements about our future effective income tax rate are subject to the risk that it may differ from the anticipated rate indicated in such statements, possibly materially, due to, among other things, changes in the tax rates applicable to us, changes in our earnings mix, our profitability and entities in which we generate profits, the assumptions we have made in forecasting our expected tax rate, as well as any corporate tax legislation that may be enacted or any guidance that may be issued by the U.S. Internal Revenue Service.

Goldman Sachs June 2021 Form 10-Q 160

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES

Management’s Discussion and Analysis

Statements about the future state of our liquidity and regulatory capital ratios (including our SCB and

G-SIB

surcharge), and our prospective capital distributions (including dividends and repurchases), are subject to the risk that our actual liquidity, regulatory capital ratios and capital distributions may differ, possibly materially, from what is currently expected due to, among other things, the need to use capital to support clients, increased regulatory requirements, results of applicable supervisory stress tests and changes to the composition of our balance sheet.

Statements about the risk exposure related to the asset recovery guarantee provided to the Government of Malaysia are subject to the risk that the actual value of assets and proceeds from assets seized and returned to the Government of Malaysia may be less than currently anticipated. Statements about the progress or the status of remediation activities relating to 1MDB are based on our expectations regarding our current remediation plans. Accordingly, our ability to complete the remediation activities may change, possibly materially, from what is currently expected.

Statements about our objectives in management of our human capital, including our diversity goals, are based on our current expectations and are subject to the risk that we may not achieve these objectives and goals due to, among other things, competition in recruiting and attracting diverse candidates and unsuccessful efforts in retaining diverse employees.

Statements about our plans for our people to return to our offices are based on our current expectations and that return may be delayed due to, among other factors, future events that are unpredictable, including the course of the

COVID-19

pandemic, responses of governmental authorities and the availability, use and effectiveness of vaccines.

Statements regarding future inflation are subject to the risk that actual inflation may differ, possibly materially, due to, among other things, changes in economic growth, unemployment or consumer demand.

161 Goldman Sachs June 2021 Form 10-Q

Item 3.    Quantitative and Qualitative Disclosures About Market Risk

Quantitative and qualitative disclosures about market risk are set forth in “Management’s Discussion and Analysis of Financial Condition and Results of Operations — Risk Management” in Part I, Item 2 of this

Form 10-Q.

Item 4.    Controls and Procedures

As of the end of the period covered by this report, an evaluation was carried out by our management, with the participation of our Chief Executive Officer and Chief Financial Officer, of the effectiveness of our disclosure controls and procedures (as defined in

Rule 13a-15(e)

under the Exchange Act). Based on that evaluation, our Chief Executive Officer and Chief Financial Officer concluded that these disclosure controls and procedures were effective as of the end of the period covered by this report. In addition, no change in our internal control over financial reporting (as defined in

Rule 13a-15(f)

under the Exchange Act) occurred during the quarter ended June 2021 that has materially affected, or is reasonably likely to materially affect, our internal control over financial reporting.

PART II. OTHER INFORMATION

Item 1.    Legal Proceedings

We are involved in a number of judicial, regulatory and arbitration proceedings concerning matters arising in connection with the conduct of our businesses. Many of these proceedings are in early stages, and many of these cases seek an indeterminate amount of damages. We have estimated the upper end of the range of reasonably possible aggregate loss for matters where we have been able to estimate a range and we believe, based on currently available information, that the results of matters where we have not been able to estimate a range of reasonably possible loss, in the aggregate, will not have a material adverse effect on our financial condition, but may be material to our operating results in a given period. Given the range of litigation and investigations presently under way, our litigation expenses may remain high. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations — Use of Estimates” in Part I, Item 2 of this

Form 10-Q.

See Notes 18 and 27 to the consolidated financial statements in Part I, Item 1 of this

Form 10-Q

for information about our reasonably possible aggregate loss estimate and judicial, regulatory and legal proceedings.

Item 2.    Unregistered Sales of Equity Securities and Use of Proceeds

The table below presents purchases made by or on behalf of Group Inc. or any “affiliated purchaser” (as defined in

Rule 10b-18(a)(3)

under the Exchange Act) of our common stock during the three months ended June 2021.

	Total Shares Purchased	Average Price Paid Per Share	Total Shares Purchased as Part of a Publicly Announced Program	Maximum Shares That May Yet Be Purchased Under the Program
April	1,528,823	$341.27	1,528,823	39,456,431
May	1,227,962	$360.28	1,227,962	38,228,469
June	93,038	$385.32	93,038	38,135,431
Total	2,849,823		2,849,823

Since the beginning of 2000, our Board has approved a repurchase program authorizing repurchases of up to 605 million shares of our common stock. The repurchase program is effected primarily through regular open-market purchases (which may include repurchase plans designed to comply with

Rule 10b5-1

and accelerated share repurchases), the amounts and timing of which are determined primarily by our current and projected capital position, but which may also be influenced by general market conditions and the prevailing price and trading volumes of our common stock. The repurchase program has no set expiration or termination date.

Goldman Sachs June 2021 Form 10-Q 162

Item 6.    Exhibits

Exhibits

3.1	Restated Certificate of Incorporation of The Goldman Sachs Group, Inc., amended as of July 30, 2021.
15.1	Letter re: Unaudited Interim Financial Information.
31.1	Rule 13a-14(a) Certifications.
32.1	Section 1350 Certifications (This information is furnished and not filed for purposes of Sections 11 and 12 of the Securities Act of 1933 and Section 18 of the Securities Exchange Act of 1934).
101	Pursuant to Rules 405 and 406 of Regulation S-T, the following information is formatted in iXBRL (Inline eXtensible Business Reporting Language): (i) the Consolidated Statements of Earnings for the three and six months ended June 30, 2021 and June 30, 2020, (ii) the Consolidated Statements of Comprehensive Income for the three and six months ended June 30, 2021 and June 30, 2020, (iii) the Consolidated Balance Sheets as of June 30, 2021 and December 31, 2020, (iv) the Consolidated Statements of Changes in Shareholders’ Equity for the three and six months ended June 30, 2021 and June 30, 2020, (v) the Consolidated Statements of Cash Flows for the six months ended June 30, 2021 and June 30, 2020, (vi) the notes to the Consolidated Financial Statements and (vii) the cover page.
104	Cover Page Interactive Data File (formatted in iXBRL in Exhibit 101).

SIGNATURES

Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.

T HE G OLDMAN S ACHS G ROUP , I NC .
By:	/s/	Stephen M. Scherr
Name:		Stephen M. Scherr
Title:		Chief Financial Officer (Principal Financial Officer)
Date:		August 3, 2021
By:	/s/	Sheara Fredman
Name:		Sheara Fredman
Title:		Chief Accounting Officer (Principal Accounting Officer)
Date:		August 3, 2021

163 Goldman Sachs June 2021 Form 10-Q