Table of Contents
UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, DC 20549
__________________________
FORM 10-Q
__________________________
(Mark One)
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended SeptemberJune 30, 20222023
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: 001-36155
__________________________
MARCUS & MILLICHAP, INC.
(Exact name of registrant as specified in its Charter)
__________________________
Delaware35-2478370
(State or Other Jurisdiction of
Incorporation or Organization)
(I.R.S. Employer
Identification No.)
23975 Park Sorrento, Suite 400
Calabasas, California
91302
(Address of Principal Executive Offices)(Zip Code)
(818) 212-2250
(Registrant’s telephone number, including area code)
__________________________
Securities registered pursuant to Section 12(b) of the Act:
Title of each classTrading Symbol(s)Name of each exchange on which registered
Common Stock, par value $0.0001 per shareMMINew York Stock Exchange
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 checkmark 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 time 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 definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerAccelerated filer
Non-accelerated filerSmaller 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. o
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes No
Number of shares of common stock, par value $0.0001 per share, of the registrant issued and outstanding as of October 31, 2022August 1, 2023 was 39,365,72338,460,595 shares.


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MARCUS & MILLICHAP, INC.
TABLE OF CONTENTS
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PART I. FINANCIAL INFORMATION
Item 1. Financial Statements
MARCUS & MILLICHAP, INC.
CONDENSED CONSOLIDATED BALANCE SHEETS
(in thousands, except for shares and par value)
September 30, 2022
(unaudited)
December 31,
2021
June 30, 2023
(unaudited)
December 31,
2022
AssetsAssetsAssets
Current assets:Current assets:Current assets:
Cash and cash equivalents$270,864 $382,140 
Cash, cash equivalents, and restricted cashCash, cash equivalents, and restricted cash$171,220 $235,873 
Commissions receivableCommissions receivable11,768 17,230 Commissions receivable9,954 8,453 
Prepaid expensesPrepaid expenses8,665 13,220 Prepaid expenses8,872 9,411 
Income tax receivableIncome tax receivable3,253 — Income tax receivable17,491 8,682 
Marketable debt securities, available-for-sale (includes amortized cost of $213,042 and $183,915 at September 30, 2022 and December 31, 2021, respectively, and $0 allowance for credit losses)
211,759 183,868 
Marketable debt securities, available-for-sale (amortized cost of $165,471 and $254,682 at June 30, 2023 and December 31, 2022, respectively, and $0 allowance for credit losses)Marketable debt securities, available-for-sale (amortized cost of $165,471 and $254,682 at June 30, 2023 and December 31, 2022, respectively, and $0 allowance for credit losses)164,856 253,434 
Advances and loans, netAdvances and loans, net3,484 6,403 Advances and loans, net3,497 4,005 
Other assets, currentOther assets, current5,964 5,270 Other assets, current5,850 7,282 
Total current assetsTotal current assets515,757 608,131 Total current assets381,740 527,140 
Property and equipment, netProperty and equipment, net26,823 23,192 Property and equipment, net28,462 27,644 
Operating lease right-of-use assets, netOperating lease right-of-use assets, net83,972 81,528 Operating lease right-of-use assets, net102,741 87,945 
Marketable debt securities, available-for-sale (includes amortized cost of $94,727 and $111,858 at September 30, 2022 and December 31, 2021, respectively, and $0 allowance for credit losses)
89,329 112,610 
Marketable debt securities, available-for-sale (amortized cost of $74,758 and $72,819 at June 30, 2023 and December 31, 2022, respectively, and $0 allowance for credit losses)Marketable debt securities, available-for-sale (amortized cost of $74,758 and $72,819 at June 30, 2023 and December 31, 2022, respectively, and $0 allowance for credit losses)70,711 68,595 
Assets held in rabbi trustAssets held in rabbi trust9,222 11,508 Assets held in rabbi trust10,365 9,553 
Deferred tax assets, netDeferred tax assets, net37,883 33,736 Deferred tax assets, net35,933 41,321 
Goodwill and other intangible assets, netGoodwill and other intangible assets, net57,092 48,105 Goodwill and other intangible assets, net53,525 55,696 
Advances and loans, netAdvances and loans, net164,640 113,242 Advances and loans, net181,944 169,955 
Other assets, non-currentOther assets, non-current15,170 13,146 Other assets, non-current18,092 15,859 
Total assetsTotal assets$999,888 $1,045,198 Total assets$883,513 $1,003,708 
Liabilities and stockholders’ equityLiabilities and stockholders’ equityLiabilities and stockholders’ equity
Current liabilities:Current liabilities:Current liabilities:
Accounts payable and accrued expensesAccounts payable and accrued expenses$10,237 $15,487 Accounts payable and accrued expenses$11,893 $11,450 
Deferred compensation and commissionsDeferred compensation and commissions62,547 114,685 Deferred compensation and commissions43,351 75,321 
Income tax payable— 17,853 
Operating lease liabilitiesOperating lease liabilities18,683 18,973 Operating lease liabilities17,838 16,984 
Accrued bonuses and other employee related expensesAccrued bonuses and other employee related expenses34,572 49,848 Accrued bonuses and other employee related expenses11,088 38,327 
Other liabilities, currentOther liabilities, current20,603 8,784 Other liabilities, current4,899 9,933 
Total current liabilitiesTotal current liabilities146,642 225,630 Total current liabilities89,069 152,015 
Deferred compensation and commissionsDeferred compensation and commissions55,825 53,536 Deferred compensation and commissions41,299 64,461 
Operating lease liabilitiesOperating lease liabilities62,837 58,334 Operating lease liabilities78,707 65,109 
Other liabilities, non-currentOther liabilities, non-current10,623 11,394 Other liabilities, non-current10,519 8,614 
Total liabilitiesTotal liabilities275,927 348,894 Total liabilities219,594 290,199 
Commitments and contingenciesCommitments and contingencies— — Commitments and contingencies— — 
Stockholders’ equity:Stockholders’ equity:Stockholders’ equity:
Preferred stock, $0.0001 par value:Preferred stock, $0.0001 par value:Preferred stock, $0.0001 par value:
Authorized shares – 25,000,000; issued and outstanding shares – none at September 30, 2022 and December 31, 2021, respectively
— — 
Authorized shares – 25,000,000; issued and outstanding shares – none at June 30, 2023 and December 31, 2022, respectively
Authorized shares – 25,000,000; issued and outstanding shares – none at June 30, 2023 and December 31, 2022, respectively
— — 
Common stock, $0.0001 par value:Common stock, $0.0001 par value:Common stock, $0.0001 par value:
Authorized shares – 150,000,000; issued and outstanding shares – 39,797,423 and 39,692,373 at September 30, 2022 and December 31, 2021, respectively
Authorized shares – 150,000,000; issued and outstanding shares – 38,460,595 and 39,255,838 at June 30, 2023 and December 31, 2022, respectively
Authorized shares – 150,000,000; issued and outstanding shares – 38,460,595 and 39,255,838 at June 30, 2023 and December 31, 2022, respectively
Additional paid-in capitalAdditional paid-in capital128,174 121,844 Additional paid-in capital140,142 131,541 
Retained earningsRetained earnings599,710 573,546 Retained earnings526,373 585,581 
Accumulated other comprehensive (loss) income(3,927)910 
Accumulated other comprehensive lossAccumulated other comprehensive loss(2,600)(3,617)
Total stockholders’ equityTotal stockholders’ equity723,961 696,304 Total stockholders’ equity663,919 713,509 
Total liabilities and stockholders’ equityTotal liabilities and stockholders’ equity$999,888 $1,045,198 Total liabilities and stockholders’ equity$883,513 $1,003,708 
See accompanying notes to condensed consolidated financial statements.
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MARCUS & MILLICHAP, INC.
CONDENSED CONSOLIDATED STATEMENTS OF NET INCOMEOPERATIONS
(in thousands, except per share amounts)
(Unaudited)
Three Months Ended
September 30,
Nine Months Ended
September 30,
Three Months Ended
June 30,
Six Months Ended
June 30,
20222021202220212023202220232022
Revenues:
Revenue:Revenue:
Real estate brokerage commissionsReal estate brokerage commissions$292,889 $299,759 $934,483 $715,458 Real estate brokerage commissions$140,330 $354,685 $275,376 $641,594 
Financing feesFinancing fees28,099 29,391 91,363 75,448 Financing fees17,896 36,811 33,764 63,264 
Other revenues2,852 3,233 13,415 10,400 
Total revenues323,840 332,383 1,039,261 801,306 
Other revenueOther revenue4,640 4,461 8,518 10,563 
Total revenueTotal revenue162,866 395,957 317,658 715,421 
Operating expenses:Operating expenses:Operating expenses:
Cost of servicesCost of services217,360 219,194 670,170 506,882 Cost of services101,163 256,042 196,590 452,810 
Selling, general and administrativeSelling, general and administrative73,004 64,673 227,380 178,147 Selling, general and administrative68,910 79,841 141,129 154,376 
Depreciation and amortizationDepreciation and amortization2,924 2,850 10,167 8,806 Depreciation and amortization3,468 3,332 6,675 7,243 
Total operating expensesTotal operating expenses293,288 286,717 907,717 693,835 Total operating expenses173,541 339,215 344,394 614,429 
Operating income30,552 45,666 131,544 107,471 
Other income, net978 323 967 2,737 
Operating (loss) incomeOperating (loss) income(10,675)56,742 (26,736)100,992 
Other income (expense), netOther income (expense), net4,890 (461)9,700 (11)
Interest expenseInterest expense(229)(144)(547)(436)Interest expense(216)(158)(431)(318)
Income before provision for income taxes31,301 45,845 131,964 109,772 
Provision for income taxes9,939 11,921 35,651 29,304 
Net income$21,362 $33,924 $96,313 $80,468 
(Loss) income before provision (benefit) for income taxes(Loss) income before provision (benefit) for income taxes(6,001)56,123 (17,467)100,663 
Provision (benefit) for income taxesProvision (benefit) for income taxes2,728 13,955 (2,905)25,712 
Net (loss) incomeNet (loss) income$(8,729)$42,168 $(14,562)$74,951 
Earnings per share:
(Loss) earnings per share:(Loss) earnings per share:
BasicBasic$0.53 $0.85 $2.40 $2.02 Basic$(0.23)$1.05 $(0.37)$1.87 
DilutedDiluted$0.53 $0.84 $2.39 $2.00 Diluted$(0.23)$1.04 $(0.37)$1.85 
Weighted average common shares outstanding:Weighted average common shares outstanding:Weighted average common shares outstanding:
BasicBasic40,08639,94040,03839,859Basic38,53840,04838,86740,018
DilutedDiluted40,30240,24140,35840,148Diluted38,53840,34238,86740,390
See accompanying notes to condensed consolidated financial statements.





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MARCUS & MILLICHAP, INC.
CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE (LOSS) INCOME
(in thousands)
(Unaudited)
Three Months Ended
September 30,
Nine Months Ended
September 30,
2022202120222021
Net income$21,362 $33,924 $96,313 $80,468 
Other comprehensive loss:
Marketable debt securities, available-for-sale:
Change in net unrealized (losses) gains(1,541)(240)(5,456)(715)
Less: reclassification adjustment for net losses (gains) included in other income, net23 (70)26 
Net change, net of tax of $(522) and $(1,888) for the three and nine months ended September 30, 2022, and $(75) and $(239) for the three and nine months ended September 30, 2021, respectively(1,534)(217)(5,526)(689)
Foreign currency translation gain (loss), net of tax of $0 for each of the three and nine months ended September 30, 2022 and 2021, respectively569 192 689 (138)
Total other comprehensive loss(965)(25)(4,837)(827)
Comprehensive income$20,397 $33,899 $91,476 $79,641 
Three Months Ended
June 30,
Six Months Ended
June 30,
2023202220232022
Net (loss) income$(8,729)$42,168 $(14,562)$74,951 
Other comprehensive (loss) income:
Marketable debt securities, available-for-sale:
Change in net unrealized gains and losses(516)(1,558)600 (3,915)
Less: reclassification adjustment for net losses (gains) included in other income (expense), net17 17 (77)
Net change, net of tax of $(168) and $198 for the three and six months ended June 30, 2023, and $(528) and $(1,366) for the three and six months ended June 30, 2022, respectively(499)(1,551)617 (3,992)
Foreign currency translation gain, net of tax of $0 for each of the three and six months ended June 30, 2023 and 2022, respectively346 179 400 120 
Total other comprehensive (loss) income(153)(1,372)1,017 (3,872)
Comprehensive (loss) income$(8,882)$40,796 $(13,545)$71,079 
See accompanying notes to condensed consolidated financial statements.
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MARCUS & MILLICHAP, INC.
CONDENSED CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITY
(in thousands, except for shares)
(Unaudited)
Three Months Ended September 30, 2022Three Months Ended June 30, 2023
Preferred StockCommon StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Loss
TotalPreferred StockCommon StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Loss
Total
SharesAmountSharesAmountSharesAmountSharesAmount
Balance at June 30, 2022— $— 39,964,292 $$123,767 $596,361 $(2,962)$717,170 
Net and comprehensive income (loss)— — — — — 21,362 (965)20,397 
Dividend— — — — — (10,436)— (10,436)
Balance at March 31, 2023Balance at March 31, 2023— $— 38,876,354 $$132,905 $551,696 $(2,447)$682,158 
Net and comprehensive (loss) incomeNet and comprehensive (loss) income— — — — — (8,729)(153)(8,882)
Stock-based award activityStock-based award activity       Stock-based award activity       
Stock-based compensationStock-based compensation— — — — 4,544 — — 4,544 Stock-based compensation— — — — 5,351 — — 5,351 
Shares issued pursuant to employee stock purchase planShares issued pursuant to employee stock purchase plan— — 15,297 — 392 — — 392 
Issuance of common stock for vesting of restricted stock unitsIssuance of common stock for vesting of restricted stock units— — 63,397 — — — — — Issuance of common stock for vesting of restricted stock units— — 43,923 — — — — — 
Issuance of common stock for unvested restricted stock awardsIssuance of common stock for unvested restricted stock awards— — 17,339 — — — — — 
Shares withheld related to net share settlement of stock-based awardsShares withheld related to net share settlement of stock-based awards— — (3,471)— (137)— — (137)Shares withheld related to net share settlement of stock-based awards— — (11,885)— (339)— — (339)
Issuance of common stock for stock settled deferred considerationIssuance of common stock for stock settled deferred consideration— — 58,205 — 1,833 — — 1,833 
Repurchases of common stockRepurchases of common stock— — (226,795)— — (7,577)— (7,577)Repurchases of common stock— — (538,638)— — (16,594)— (16,594)
Balance as of September 30, 2022— $— 39,797,423 $$128,174 $599,710 $(3,927)$723,961 
Balance as of June 30, 2023Balance as of June 30, 2023— $— 38,460,595 $$140,142 $526,373 $(2,600)$663,919 
Three Months Ended September 30, 2021Three Months Ended June 30, 2022
Preferred StockCommon StockAdditional
Paid-In
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
TotalPreferred StockCommon StockAdditional
Paid-In
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Loss
Total
SharesAmountSharesAmountSharesAmountSharesAmount
Balance at June 30, 2021$— 39,578,360$$117,457 $477,620 $1,772 $596,853 
Balance at March 31, 2022Balance at March 31, 2022— $— 39,795,399$$122,782 $554,193 $(1,590)$675,389 
Net and comprehensive income (loss)Net and comprehensive income (loss)— — — — — 33,924 (25)33,899 Net and comprehensive income (loss)— — — — — 42,168 (1,372)40,796 
Stock-based award activityStock-based award activityStock-based award activity
Stock-based compensationStock-based compensation— — — — 2,703 — — 2,703 Stock-based compensation— — — — 4,275 — — 4,275 
Shares issued pursuant to employee stock purchase planShares issued pursuant to employee stock purchase plan11,089 414 — — 414 
Issuance of common stock for settlement of deferred stock unitsIssuance of common stock for settlement of deferred stock units— — 60,373 — — — — — Issuance of common stock for settlement of deferred stock units166,449 — — — — — 
Issuance of common stock for vesting of restricted stock unitsIssuance of common stock for vesting of restricted stock units— — 58,411 — — — — — Issuance of common stock for vesting of restricted stock units— — 44,971 — — — — — 
Issuance of common stock for unvested restricted stock awardsIssuance of common stock for unvested restricted stock awards11,494 — 
Shares withheld related to net share settlement of stock-based awardsShares withheld related to net share settlement of stock-based awards— — (30,359)— (1,186)— — (1,186)Shares withheld related to net share settlement of stock-based awards— — (93,783)— (5,121)— — (5,121)
Balance as of September 30, 2021$— 39,666,785$$118,974 $511,544 $1,747 $632,269 
Issuance of common stock for stock settled deferred considerationIssuance of common stock for stock settled deferred consideration28,673 1,417 1,417 
Balance as of June 30, 2022Balance as of June 30, 2022— $— 39,964,292$$123,767 $596,361 $(2,962)$717,170 
See accompanying notes to condensed consolidated financial statements.

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MARCUS & MILLICHAP, INC.
CONDENSED CONSOLIDATED STATEMENTS OF STOCKHOLDERS’ EQUITY
(in thousands, except for shares)
(Unaudited)
Nine Months Ended September 30, 2022Six Months Ended June 30, 2023
Preferred StockCommon StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
TotalPreferred StockCommon StockAdditional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
(Loss) Income
Total
SharesAmountSharesAmountSharesAmountSharesAmount
Balance at December 31, 2021$— 39,692,373$$121,844 $573,546 $910 $696,304 
Net and comprehensive income (loss)— — — — — 96,313 (4,837)91,476 
Balance at December 31, 2022Balance at December 31, 2022— $— 39,255,838 $$131,541 $585,581 $(3,617)$713,509 
Net and comprehensive (loss) incomeNet and comprehensive (loss) income— — — — — (14,562)1,017 (13,545)
DividendsDividends— — —  — (62,572)— (62,572)Dividends— — — — (10,284)— (10,284)
Stock-based award activityStock-based award activityStock-based award activity
Stock-based compensationStock-based compensation— — — — 12,675 — — 12,675 Stock-based compensation— — — — 10,362 — — 10,362 
Shares issued pursuant to employee stock purchase planShares issued pursuant to employee stock purchase plan— — 11,089 — 414 — — 414 Shares issued pursuant to employee stock purchase plan— — 15,297 — 392 — — 392 
Issuance of common stock for settlement of deferred stock units— — 166,449 — — — — — 
Issuance of common stock for vesting of restricted stock unitsIssuance of common stock for vesting of restricted stock units— — 275,631 — — — — — Issuance of common stock for vesting of restricted stock units— — 337,796 — — — — — 
Issuance of common stock for unvested restricted stock awardsIssuance of common stock for unvested restricted stock awards— — 11,494 — — — — — Issuance of common stock for unvested restricted stock awards— — 17,339 — — — — — 
Shares withheld related to net share settlement of stock-based awardsShares withheld related to net share settlement of stock-based awards— — (161,491)— (8,176)— — (8,176)Shares withheld related to net share settlement of stock-based awards— — (125,319)— (3,986)— — (3,986)
Issuance of common stock for stock settled deferred considerationIssuance of common stock for stock settled deferred consideration— — 28,673 — 1,417 — — 1,417 Issuance of common stock for stock settled deferred consideration— — 58,205 — 1,833 — — 1,833 
Repurchases of common stockRepurchases of common stock— — (226,795)— — (7,577)— (7,577)Repurchases of common stock— — (1,098,561)— — (34,362)— (34,362)
Balance as of September 30, 2022$— 39,797,423$$128,174 $599,710 $(3,927)$723,961 
Balance as of June 30, 2023Balance as of June 30, 2023— $0$— 038,460,595 0$$— $140,142 $— $526,373 $— $(2,600)$— $663,919 

Nine Months Ended September 30, 2021Six Months Ended June 30, 2022
Preferred StockCommon StockAdditional
Paid-In
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
TotalPreferred StockCommon StockAdditional
Paid-In
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
Total
SharesAmountSharesAmountSharesAmountSharesAmount
Balance at December 31, 2020$— 39,401,976$$113,182 $431,076 $2,574 $546,836 
Balance at December 31, 2021Balance at December 31, 2021— $— 39,692,373$$121,844 $573,546 $910 $696,304 
Net and comprehensive income (loss)Net and comprehensive income (loss)— — — 80,468 (827)79,641 Net and comprehensive income (loss)— — — — — 74,951 (3,872)71,079 
DividendsDividends— — — — — (52,136)— (52,136)
Stock-based award activityStock-based award activity       Stock-based award activity— 
Stock-based compensationStock-based compensation— — 7,653 — — 7,653 Stock-based compensation— — — — 8,131 — — 8,131 
Shares issued pursuant to employee stock purchase planShares issued pursuant to employee stock purchase plan— 11,635— 369 — — 369 Shares issued pursuant to employee stock purchase plan— — 11,089 — 414 — — 414 
Issuance of common stock for settlement of deferred stock unitsIssuance of common stock for settlement of deferred stock units— 60,373— — — — — Issuance of common stock for settlement of deferred stock units— — 166,449 — — — — — 
Issuance of common stock for vesting of restricted stock unitsIssuance of common stock for vesting of restricted stock units— 241,726— — — — — Issuance of common stock for vesting of restricted stock units— — 212,234 — — — — — 
Issuance of common stock for unvested restricted stock awardsIssuance of common stock for unvested restricted stock awards— 12,492— — — — — Issuance of common stock for unvested restricted stock awards— — 11,494 — — — — — 
Shares withheld related to net share settlement of stock-based awardsShares withheld related to net share settlement of stock-based awards— (88,898)— (3,230)— — (3,230)Shares withheld related to net share settlement of stock-based awards— — (158,020)— (8,039)— — (8,039)
Issuance of common stock for stock settled deferred considerationIssuance of common stock for stock settled deferred consideration— 27,481— 1,000 — — 1,000 Issuance of common stock for stock settled deferred consideration— — 28,673 — 1,417 — — 1,417 
Balance as of September 30, 2021$— 39,666,785$$118,974 $511,544 $1,747 $632,269 
Balance as of June 30, 2022Balance as of June 30, 2022— $— 39,964,292$$123,767 $596,361 $(2,962)$717,170 
See accompanying notes to condensed consolidated financial statements.
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MARCUS & MILLICHAP, INC.
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(in thousands)
(Unaudited)
Nine Months Ended September 30,Six Months Ended June 30,
2022202120232022
Cash flows from operating activitiesCash flows from operating activitiesCash flows from operating activities
Net income$96,313 $80,468 
Adjustments to reconcile net income to net cash (used in) provided by operating activities:
Net (loss) incomeNet (loss) income$(14,562)$74,951 
Adjustments to reconcile net (loss) income to net cash used in operating activities:Adjustments to reconcile net (loss) income to net cash used in operating activities:
Depreciation and amortizationDepreciation and amortization10,167 8,806 Depreciation and amortization6,675 7,243 
Noncash lease expense17,840 17,773 
Credit loss recovery— 25 
Non-cash lease expenseNon-cash lease expense12,928 11,944 
Credit loss expense (recovery)Credit loss expense (recovery)634 (28)
Stock-based compensationStock-based compensation12,675 7,653 Stock-based compensation10,362 8,131 
Deferred taxes, netDeferred taxes, net(2,256)(2,847)Deferred taxes, net5,188 (130)
Unrealized foreign exchange losses (gains)Unrealized foreign exchange losses (gains)1,600 (298)Unrealized foreign exchange losses (gains)(56)403 
Net realized gains on marketable debt securities, available-for-sale(87)(78)
Net realized losses (gains) on marketable debt securities, available-for-saleNet realized losses (gains) on marketable debt securities, available-for-sale23 (96)
Other non-cash itemsOther non-cash items(1,459)361 Other non-cash items(560)(22)
Changes in operating assets and liabilities:Changes in operating assets and liabilities:Changes in operating assets and liabilities:
Commissions receivableCommissions receivable4,891 (5,297)Commissions receivable(1,396)2,922 
Prepaid expensesPrepaid expenses4,544 925 Prepaid expenses540 3,177 
Advances and loansAdvances and loans(49,171)(2,434)Advances and loans(12,043)(48,539)
Other assetsOther assets(4,472)(1,076)Other assets(4,981)(2,818)
Accounts payable and accrued expensesAccounts payable and accrued expenses(4,942)4,020 Accounts payable and accrued expenses672 (2,684)
Income tax receivable/payable(21,106)1,932 
Income tax receivable and payableIncome tax receivable and payable(8,808)(15,005)
Accrued bonuses and other employee related expensesAccrued bonuses and other employee related expenses(15,239)11,223 Accrued bonuses and other employee related expenses(27,244)(19,260)
Deferred compensation and commissionsDeferred compensation and commissions(45,481)(4,499)Deferred compensation and commissions(54,154)(61,047)
Operating lease liabilitiesOperating lease liabilities(14,598)(15,889)Operating lease liabilities(8,852)(9,759)
Other liabilitiesOther liabilities(994)(1,175)Other liabilities859 (1,223)
Net cash (used in) provided by operating activities(11,775)99,593 
Net cash used in operating activitiesNet cash used in operating activities(94,775)(51,840)
Cash flows from investing activitiesCash flows from investing activitiesCash flows from investing activities
Acquisition of businesses, net of cash receivedAcquisition of businesses, net of cash received(12,500)229 Acquisition of businesses, net of cash received— (12,500)
Purchases of marketable debt securities, available-for-salePurchases of marketable debt securities, available-for-sale(276,708)(291,063)Purchases of marketable debt securities, available-for-sale(142,867)(174,259)
Proceeds from sales and maturities of marketable debt securities, available-for-saleProceeds from sales and maturities of marketable debt securities, available-for-sale266,481 248,540 Proceeds from sales and maturities of marketable debt securities, available-for-sale230,795 135,206 
Purchases of securities, held-to-maturity— (9,500)
Issuances of employee notes receivableIssuances of employee notes receivable(71)(40)Issuances of employee notes receivable(119)(71)
Payments received on employee notes receivablePayments received on employee notes receivable71 290 Payments received on employee notes receivable33 71 
Purchase of property and equipmentPurchase of property and equipment(8,564)(4,238)Purchase of property and equipment(5,469)(5,022)
Net cash used in investing activities(31,291)(55,782)
Net cash provided by (used in) investing activitiesNet cash provided by (used in) investing activities82,373 (56,575)
Cash flows from financing activitiesCash flows from financing activitiesCash flows from financing activities
Taxes paid related to net share settlement of stock-based awardsTaxes paid related to net share settlement of stock-based awards(8,176)(3,230)Taxes paid related to net share settlement of stock-based awards(3,986)(8,039)
Proceeds from issuance of shares pursuant to employee stock purchase planProceeds from issuance of shares pursuant to employee stock purchase plan414 369 Proceeds from issuance of shares pursuant to employee stock purchase plan392 414 
Dividends paidDividends paid(50,161)— Dividends paid(10,327)(50,082)
Principal payments on stock appreciation rights liabilityPrincipal payments on stock appreciation rights liability(1,761)(1,481)Principal payments on stock appreciation rights liability(1,945)(1,761)
Principal payments on deferred and contingent considerationPrincipal payments on deferred and contingent consideration(2,431)(1,739)Principal payments on deferred and contingent consideration(1,578)(2,431)
Cash paid for stock repurchasesCash paid for stock repurchases(5,659)— Cash paid for stock repurchases(34,928)— 
Net cash used in financing activitiesNet cash used in financing activities(67,774)(6,081)Net cash used in financing activities(52,372)(61,899)
Effect of currency exchange rate changes on cash and cash equivalents(436)125 
Net (decrease) increase in cash and cash equivalents(111,276)37,855 
Cash and cash equivalents at beginning of period382,140 243,152 
Cash and cash equivalents at end of period$270,864 $281,007 
Effect of currency exchange rate changes on cash, cash equivalents, and restricted cashEffect of currency exchange rate changes on cash, cash equivalents, and restricted cash121 (175)
Net decrease in cash, cash equivalents, and restricted cashNet decrease in cash, cash equivalents, and restricted cash(64,653)(170,489)
Cash, cash equivalents, and restricted cash at beginning of periodCash, cash equivalents, and restricted cash at beginning of period235,873 382,140 
Cash, cash equivalents, and restricted cash at end of periodCash, cash equivalents, and restricted cash at end of period$171,220 $211,651 
Supplemental cash flow disclosures:Supplemental cash flow disclosures:  Supplemental cash flow disclosures:  
Interest paid during the periodInterest paid during the period$599 $734 Interest paid during the period$408 $514 
Income taxes paid, netIncome taxes paid, net$58,572 $30,168 Income taxes paid, net$714 $40,046 
Supplemental disclosures of noncash investing and financing activities:  
Supplemental disclosures of non-cash investing and financing activities:Supplemental disclosures of non-cash investing and financing activities:  
Unpaid purchases of property and equipmentUnpaid purchases of property and equipment$892 $786 Unpaid purchases of property and equipment$382 $1,196 
Right-of-use assets obtained in exchange for operating lease liabilitiesRight-of-use assets obtained in exchange for operating lease liabilities$20,799 $19,008 Right-of-use assets obtained in exchange for operating lease liabilities$27,593 $15,169 
Issuance of stock for the settlement of deferred considerationIssuance of stock for the settlement of deferred consideration$1,417 $1,000 Issuance of stock for the settlement of deferred consideration$1,833 $1,417 
Measurement period adjustment of acquisition related contingent consideration$— $(100)
See accompanying notes to condensed consolidated financial statements.
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
1.    Description of Business and Basis of Presentation and Recent Accounting Pronouncements
Description of Business
Marcus & Millichap, Inc. (the “Company,” “Marcus & Millichap,” or “MMI”), a Delaware corporation, is a brokerage firm specializing in commercial real estate investment sales, financing, research and advisory services. As of SeptemberJune 30, 2022,2023, MMI operates 8280 offices in the United States and Canada through its wholly-owned subsidiaries, including the operations of Marcus & Millichap Capital Corporation.
Reorganization and Initial Public Offering
MMI was formed in June 2013 in preparation for Marcus & Millichap Company (“MMC”) to spin-off its majority-owned subsidiary, Marcus & Millichap Real Estate Investment Services, Inc. (“MMREIS”). Prior to the initial public offering (“IPO”) of MMI, all of the preferred and common stockholders of MMREIS (including MMC and employees of MMREIS) contributed all of their outstanding shares to MMI, in exchange for new MMI common stock. As a result, MMREIS became a wholly-owned subsidiary of MMI. Thereafter, MMC distributed 80.0% of the shares of MMI common stock to MMC’s shareholders and exchanged the remaining portion of its shares of MMI common stock for cancellation of indebtedness of MMC. MMI completed its IPO inon November 5, 2013.
Basis of Presentation
The financial information presented in the accompanying unaudited condensed consolidated financial statements, has been prepared in accordance with rules and regulations of the U.S. Securities and Exchange Commission (“SEC”) for quarterly reports on Form 10-Q and Article 10-01 of Regulation S-X. Accordingly, they do not include all of the information and footnotes required by U.S. generally accepted accounting principles (“U.S. GAAP”) for complete financial statements. In the opinion of management, the accompanying unaudited condensed consolidated financial statements and notes include all adjustments (consisting only of normal recurring adjustments) necessary for a fair presentation of the condensed consolidated financial position, results of operations and cash flows for the periods presented. These unaudited condensed consolidated financial statements should be read in conjunction with the annual audited consolidated financial statements and notes thereto, including the Company’s accounting policies for the year ended December 31, 20212022 included in the Company’s Annual Report on Form 10-K filed on March 1, 2022February 28, 2023 with the SEC. The results of the three months and ninesix months ended SeptemberJune 30, 20222023 are not necessarily indicative of the results to be expected for the year ending December 31, 2022,2023, for other interim periods or for future years.
The Company reclassified certain items previously included within accounts payable and other liabilities to other liabilities, current in the December 31, 2021 condensed consolidated balance sheet to conform with current period presentation.
Consolidation
The accompanying condensed consolidated financial statements include the accounts of the Company and its wholly-owned subsidiaries. All intercompany balances and transactions have been eliminated in consolidation.
Use of Estimates
The preparation of condensed consolidated financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities, and the related disclosures at the date of the condensed consolidated financial statements and the reported amounts of revenuesrevenue and expenses during the reporting period. Actual results could differ from those estimates.
Concentrations of Credit Risk
Financial instruments that potentially subject the Company to a concentration of credit risk principally consist of cash, and cash equivalents, and restricted cash, investments in marketable debt securities, available-for-sale, security deposits (included under other assets, non-current) and commissions receivable, net. Cash, and cash equivalents, and restricted cash are placed with high-credit quality financial institutions and invested in high-high-credit quality money market funds and commercial paper. Concentrations and ratings of marketable debt securities, available-for-sale are limited by the approved investment policy.
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
credit quality money market funds and commercial paper. Concentrations and ratings of marketable debt securities, available-for-sale are limited by the approved investment policy.
To reduce its credit risk, the Company monitors the credit standing of the financial institutions money market funds that represent amounts recorded as cash, cash equivalents, and cash equivalents.restricted cash. The Company historically has not experienced any significant losses related to cash, cash equivalents, and cash equivalents.restricted cash.
In September 2021, the Company entered into a Strategic Alliance (“Strategic Alliance”) with M&T Realty Capital Corporation (“MTRCC”) pursuant to which the Company has agreed to provide loan opportunities that may be funded through MTRCC’s Delegated Underwriting and Servicing Agreement (“DUS Agreement”) with the Federal National Mortgage Association (“Fannie Mae”) and whichthat requires MTRCC to guarantee a portion of each loan funded. On a loan-by-loan basis, the Company, at its option, can indemnify a portion of MTRCC’s guarantee obligation of loan opportunities presented to and closed by MTRCC thoughthrough the DUS Agreement. The Company manages and limits the concentration of risk related to the guarantees assumed by monitoring the underlying property type, geographic location, credit of the borrowers, underlying debt service coverage, and loan to value ratios.
The Company derives its revenuesrevenue from a broad range of real estate investors, owners, and users in the United States and Canada, none of which individually represents a significant concentration of credit risk. The Company maintains allowances, as needed, for estimated credit losses based on management’s assessment of the likelihood of collection. For the three and ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, no transaction represented 10% or more of total revenues.revenue. Further, while one or more transactions may represent 10% or more of commissions receivable at any reporting date, amounts due are typically collected within 10 days of settlement and, therefore, do not expose the Company to significant credit risk.
During the three and ninesix months ended SeptemberJune 30, 2023, the Company’s Canadian operations represented 3.5% and 3.2% of total revenue, respectively. During both the three and six months ended June 30, 2022, the Company’s Canadian operations represented 1.5% and 2.0% of total revenues. During both the three and nine months ended September 30, 2021, the Company’s Canadian operations represented approximately 2.2% of total revenues.revenue.
During each of the three and ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, no office represented 10% or more of total revenues.revenue.
Revenue Recognition
The Company generates real estate brokerage commissions by acting as a broker for real estate owners or investors seeking to buy or sell interests in commercial properties and generates financing fees from securing financing on purchase transactions, from refinancing its clients’ existing mortgage debt and other ancillary fees associated with financing activities, including, but not limited to, mortgage servicing, debt and equity advisory services, loan sales, due diligence services, guarantee fees, and loan performance fees and other consulting. The Company’s contracts, except as noted below, do not contain multiple-element arrangements, variable consideration, financing components, significant noncash consideration, licenses, long-term contracts with customers or other items affecting the transaction price.fees.
Real Estate Brokerage Commissions
Contracts for representing buyers and sellers of real estate are usually negotiated on a transaction-by-transaction basis. The consideration associated with the successful outcome remains constrained until the completion of a transaction which in almost all cases, isoccurs at the close of escrow. At that time, the Company recognizesCompany's performance is complete, and revenue related to the transaction. The Company’s fee agreements do not include terms or conditions that require the Company to perform any service or fulfill any obligation once the transaction closes.is recorded.
Financing Fees
Contracts for representing potential borrowers are usually negotiated on a transaction-by-transaction basis. The consideration associated with the successful outcome remains constrained until the completion of a transaction which in almost all cases, isoccurs at the time the loan closes. At that time, the Company recognizes revenue related to the transaction. The Company’s fee arrangements, with certain exceptions,an exception for guarantee obligations, do not include terms or conditions that require the Company to perform any service or fulfill any obligation once the loan closes.
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
Loan Performance Fees - For loans originated through the Strategic Alliance with MTRCC, the Company receives variable consideration in the form of loan performance fees based on a portion of the servicing fees expected to be received under the servicing contract for servicing the loan. As the Company is not obligated to perform any servicing functions and has no further obligations related to the transaction giving rise to the loan performance fees, the estimated value of the loan performance fees to be received is recorded at the time the loan closes and are collected over the estimated term of the related loan. Any changes in the estimate of loan performance fees to be received are recorded in revenue in the period the estimate changes.
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
Guarantee Obligations - For certain loans originated through the Strategic Alliance with MTRCC, the Company may agree, at its option, to indemnify MTRCC for a portion of MTRCC’s obligations for loans sold to Fannie Mae. For these loans, the Company allocates a portion of the transaction price and records a loan guarantee obligation based on its fair value. Revenue for this stand readystand-ready obligation is recorded on a straight-line basis over the term of the estimated guarantee period and is recorded in financing fees in the condensed consolidated statements of net income.operations. The guarantee obligation is capped at 16.7% of theany unpaid principal balance in excess of the collateral securing such loan. For these loans, the Company alsois required to pledge cash in a restricted bank account in support of the guarantee obligation. The Company records an allowance for loss-sharing obligations based onestimated losses related to the unpaid balanceloans subject to the guarantee considering the risk characteristics of the loan, for its portion of the obligation guaranteed to MTRCC.loan's risk rating, historical loss experience, potential adverse situations affecting individual loans and other forecasted information as appropriate.
Mortgage Servicing - The Company recognizesrecognized mortgage servicing revenuesrevenue upon the acquisition of a servicing contract. The Company recordsrecorded servicing fees when earned, provided the loans arewere current and the debt service payments arewere made by the borrowers. As of September 30, 2022, the Company no longer owns any mortgage servicing rights.
Other RevenuesRevenue
Other revenues includerevenue includes fees generated from consulting and advisory services as well as referraland fees from other real estate brokers, and are recognized when services are provided, or upon closing of the transaction.
Recent Accounting Pronouncements
Pending Adoption
In March 2020, the FASB issued Accounting Standards Update (“ASU”) No. 2020-04, Reference Rate Reform (Topic 848): Facilitation of the Effects of Reference Rate Reform on Financial Reporting (“ASU 2020-04”). ASU 2020-04 is effective for all entities upon issuance and may be applied prospectively to contract modifications through December 31, 2022. The Company's Amended and Restated Credit Agreement (see Note 12 – “Commitments and Contingencies”) no longer references LIBOR. As the Company had not drawn on its Credit Agreement, we determined that the adoption of ASU 2020-04 did not have an impact on the condensed consolidated financial statements.
2.    Property and Equipment, Net
Property and equipment, net consisted of the following (in thousands):
September 30,
2022
December 31,
2021
June 30,
2023
December 31,
2022
Computer software and hardware equipmentComputer software and hardware equipment$40,725 $33,819 Computer software and hardware equipment$46,995 $42,617 
Furniture, fixtures and equipmentFurniture, fixtures and equipment26,130 24,511 Furniture, fixtures and equipment26,964 26,453 
Less: accumulated depreciation and amortizationLess: accumulated depreciation and amortization(40,032)(35,138)Less: accumulated depreciation and amortization(45,497)(41,426)
$26,823 $23,192 $28,462 $27,644 
Depreciation expense for property and equipment was $1.7$2.3 million and $1.8 million for the three months ended SeptemberJune 30, 20222023 and 2021,2022, respectively, and $5.4$4.3 million and $3.7 million for each of the ninesix months ended SeptemberJune 30, 2023 and 2022 and 2021., respectively.
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
3.    Investments in Marketable Debt Securities, Available for SaleAvailable-for-Sale
Amortized cost, allowance for credit losses, gross unrealized gains (losses) in accumulated other comprehensive (loss) income and fair value of marketable debt securities, available-for-sale, by type of security consisted of the following (in thousands):
September 30, 2022June 30, 2023
Amortized
Cost
Allowance
for Credit
Losses
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Allowance
for Credit
Losses
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Short-term investments:Short-term investments:Short-term investments:
U.S. treasuriesU.S. treasuries$122,550 $— $— $(1,140)$121,410 U.S. treasuries$65,984 $— $— $(489)$65,495 
Corporate debtCorporate debt89,638 — (132)89,507 Corporate debt99,487 — (127)99,361 
Asset-backed securities (“ABS”) and other854 — — (12)842 
$213,042 $— $$(1,284)$211,759 $165,471 $— $$(616)$164,856 
Long-term investments:Long-term investments:Long-term investments:
U.S. treasuriesU.S. treasuries$44,315 $— $— $(1,434)$42,881 U.S. treasuries$18,115 $— $— $(706)$17,409 
U.S. government sponsored entitiesU.S. government sponsored entities619 — — (76)543 U.S. government sponsored entities574 — — (64)510 
Corporate debtCorporate debt42,885 — (3,326)39,562 Corporate debt44,923 — (2,679)42,250 
ABS and other6,908 — — (565)6,343 
Asset-backed securities (“ABS”) and otherAsset-backed securities (“ABS”) and other11,146 — — (604)10,542 
$94,727 $— $$(5,401)$89,329 $74,758 $— $$(4,053)$70,711 
December 31, 2021December 31, 2022
Amortized
Cost
Allowance
for Credit
Losses
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Allowance
for Credit
Losses
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Short-term investments:Short-term investments:Short-term investments:
U.S. treasuriesU.S. treasuries$35,767 $— $— $(34)$35,733 U.S. treasuries$135,688 $— $14 $(1,153)$134,549 
Corporate debtCorporate debt148,148 — 22 (35)148,135 Corporate debt118,135 — (95)118,041 
ABS and otherABS and other859 — — (15)$844 
$183,915 $— $22 $(69)$183,868 $254,682 $— $15 $(1,263)$253,434 
Long-term investments:Long-term investments:    Long-term investments:    
U.S. treasuriesU.S. treasuries$70,902 $— $128 $(263)$70,767 U.S. treasuries$21,434 $— $— $(719)$20,715 
U.S. government sponsored entitiesU.S. government sponsored entities726 — 22 (3)745 U.S. government sponsored entities602 — — (66)536 
Corporate debtCorporate debt33,197 — 962 (146)34,013 Corporate debt44,214 — 21 (2,877)41,358 
ABS and otherABS and other7,033 — 82 (30)7,085 ABS and other6,569 — — (583)5,986 
$111,858 $— $1,194 $(442)$112,610 $72,819 $— $21 $(4,245)$68,595 
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
The Company’s investments in marketable debt securities, available-for-sale, that have been in a continuous unrealized loss position, for which an allowance for credit losses has not been recorded, by type of security consisted of the following (in thousands):
September 30, 2022June 30, 2023
Less than 12 months12 months or greaterTotalLess than 12 months12 months or greaterTotal
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
U.S. treasuriesU.S. treasuries$143,148 $(2,042)$20,766 $(532)$163,914 $(2,574)U.S. treasuries$42,767 $(139)$39,930 $(1,056)$82,697 $(1,195)
U.S. government sponsored entitiesU.S. government sponsored entities453 (55)88 (21)541 (76)U.S. government sponsored entities— — 509 (64)509 (64)
Corporate debtCorporate debt110,806 (2,793)4,454 (665)115,260 (3,458)Corporate debt107,067 (564)25,047 (2,242)132,114 (2,806)
ABS and otherABS and other6,950 (534)212 (43)7,162 (577)ABS and other4,623 (83)5,887 (521)10,510 (604)
$261,357 $(5,424)$25,520 $(1,261)$286,877 $(6,685)$154,457 $(786)$71,373 $(3,883)$225,830 $(4,669)

December 31, 2021December 31, 2022
Less than 12 months12 months or greaterTotalLess than 12 months12 months or greaterTotal
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
Fair
Value
Gross
Unrealized
Losses
U.S. treasuriesU.S. treasuries$103,019 $(297)$— $— $103,019 $(297)U.S. treasuries$73,055 $(1,232)$66,144 $(640)$139,199 $(1,872)
U.S. government sponsored entitiesU.S. government sponsored entities115 (3)— — 115 (3)U.S. government sponsored entities447 (46)87 (20)534 (66)
Corporate debtCorporate debt115,908 (173)146 (8)116,054 (181)Corporate debt130,816 (1,909)10,681 (1,063)141,497 (2,972)
ABS and otherABS and other2,915 (30)— — 2,915 (30)ABS and other4,710 (314)2,091 (284)6,801 (598)
$221,957 $(503)$146 $(8)$222,103 $(511)$209,028 $(3,501)$79,003 $(2,007)$288,031 $(5,508)
Gross realized gains and losses from the sales of the Company’s marketable debt securities, available-for-sale, consisted of the following (in thousands):
Three Months Ended
September 30,
Nine Months Ended
September 30,
Three Months Ended
June 30,
Six Months Ended
June 30,
20222021202220212023202220232022
Gross realized gains (1)
Gross realized gains (1)
$— $68 $114 $78 
Gross realized gains (1)
$— $$— $114 
Gross realized losses (1)
Gross realized losses (1)
$(10)$— $(27)$— 
Gross realized losses (1)
$(23)$(17)$(23)$(17)
(1)Recorded in other income (expense), net in the condensed consolidated statements of net income.operations. The cost basis of securities sold were determined based on the specific identification method.
The Company invests its excess cash in a diversified portfolio of fixed and variable rate debt securities to meet current and future cash flow needs. All investments are made in accordance with the Company’s approved investment policy. As of SeptemberJune 30, 2022,2023, the portfolio had ana weighted average credit rating of AA and a weighted term to contractual maturity of 1.31.7 years, with 223226 securities in the portfolio representing an unrealized aggregate loss of $6.7$4.7 million, or 2% of amortized cost, and a weighted average credit rating of AA+.AA.
As of SeptemberJune 30, 2022,2023, the Company performed an impairment analysis and determined an allowance for credit losses was not required. The Company determined that it did not have an intent to sell and it was not more likely than not that the Company would be required to sell any security based on its current liquidity position, or to maintain compliance with its investment policy, specifically as it relates to minimum credit ratings. The Company evaluated the securities with an unrealized loss considering severity of loss, credit ratings, specific credit events during the period since acquisition, overall likelihood of default, market sector, potential impact from the current economic environment, including interest rates, geopolitical unrest and a review of an issuer’s and securities’ liquidity and financial strength, as needed. The Company concluded that it would receive all scheduled interest and principal payments. The Company, therefore, determined
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
determined qualitatively that the unrealized loss was related to changes in interest rates and other market factors and therefore no allowance for credit losses was required.
Amortized cost and fair value of marketable debt securities, available-for-sale, by contractual maturity consisted of the following (in thousands, except weighted average data):
September 30, 2022December 31, 2021June 30, 2023December 31, 2022
Amortized
 Cost
Fair ValueAmortized
 Cost
Fair ValueAmortized
 Cost
Fair ValueAmortized
 Cost
Fair Value
Due in one year or lessDue in one year or less$213,042 $211,759 $183,915 $183,868 Due in one year or less$165,471 $164,856 $254,683 $253,434 
Due after one year through five yearsDue after one year through five years78,268 74,918 96,035 96,257 Due after one year through five years55,898 53,492 56,507 54,169 
Due after five years through ten yearsDue after five years through ten years13,554 11,808 11,129 11,601 Due after five years through ten years14,560 13,210 13,435 11,850 
Due after ten yearsDue after ten years2,905 2,603 4,694 4,752 Due after ten years4,300 4,009 2,876 2,576 
$307,769 $301,088 $295,773 $296,478 $240,229 $235,567 $327,501 $322,029 
Weighted average contractual maturityWeighted average contractual maturity1.3 years1.5 yearsWeighted average contractual maturity1.7 years1.1 years
Actual maturities may differ from contractual maturities because certain issuers have the right to prepay certain obligations with or without prepayment penalties.
4.    Acquisitions, Goodwill and Other Intangible Assets
During the nine months ended September 30, 2022, the Company expanded its network of financing professionals and provided further diversification to its financing services.
The Company completed an acquisition of a business that was accounted for as a business combination, and the results have been included in the condensed consolidated financial statements beginning on the acquisition date. Terms of the acquisition principally included cash paid at closing.
The goodwillGoodwill is recorded as part of the Company’s acquisitions and primarily arose from the acquired assembled workforce and brokerage and financing sales platforms. The Company expects all of the goodwill to be tax deductible, with the tax-deductible amount of goodwill related to the contingent and deferred consideration to be determined once the cash payments are made to settle any contingent and deferred consideration. The goodwill resulting from acquisitions is allocated to the Company’s one reporting unit.
Goodwill and intangible assets, net consisted of the following (in thousands):
September 30, 2022December 31, 2021June 30, 2023December 31, 2022
Gross
Carrying
Amount
Accumulated
Amortization
Net Book
Value
Gross
Carrying
Amount
Accumulated
Amortization
Net Book
Value
Gross
Carrying
Amount
Accumulated
Amortization
Net Book
Value
Gross
Carrying
Amount
Accumulated
Amortization
Net Book
Value
Goodwill and intangible assets:Goodwill and intangible assets:      Goodwill and intangible assets:      
GoodwillGoodwill$38,101 $— $38,101 $34,071 $— $34,071 Goodwill$38,047 $— $38,047 $37,914 $— $37,914 
Intangible assets (1)
Intangible assets (1)
32,444 (13,453)18,991 23,974 (9,940)14,034 
Intangible assets (1)
32,420 (16,942)15,478 32,287 (14,505)17,782 
$70,545 $(13,453)$57,092 $58,045 $(9,940)$48,105 $70,467 $(16,942)$53,525 $70,201 $(14,505)$55,696 
(1)Total weighted average amortization period was 4.74.2 years and 4.44.5 years as of SeptemberJune 30, 20222023 and December 31, 2021,2022, respectively. Intangible assets principally include non-competes and customer relationships.
The Company recorded amortization expense for intangible assets of $1.2$1.1 million and $0.9 million for both the three months ended SeptemberJune 30, 2023 and 2022 and 2021, respectively, and $3.5 million and $3.0$2.3 million for both the ninesix months ended SeptemberJune 30, 20222023 and 2021, respectively.2022.
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(Unaudited)
The changes in the carrying amount of goodwill consisted of the following (in thousands):
Nine Months Ended
September 30,
20222021
Beginning balance$34,071 $33,375 
Additions from acquisitions (1)
4,030 696 
Impairment losses— — 
Ending balance$38,101 $34,071 
(1)The 2021 addition represents a measurement period adjustment for an acquisition made in 2020.Six Months Ended June 30, 2023
Beginning balance$37,914 
Additions from acquisitions— 
Impact of foreign currency translation133 
Ending balance$38,047 
Estimated amortization expense for intangible assets by year for the next five years and thereafter consisted of the following (in thousands):
September 30, 2022June 30, 2023
Remainder of 2022$1,171 
20234,617 
Remainder of 2023Remainder of 2023$2,275 
202420244,101 20244,101 
202520253,881 20253,880 
202620262,156 20262,156 
202720271,855 
ThereafterThereafter3,065 Thereafter1,211 
$18,991 $15,478 
The Company evaluates goodwill for impairment annually in the fourth quarter. In addition to the annual impairment evaluation, the Company evaluates at least quarterly whether events or circumstances have occurred in the period subsequent to the annual impairment testing, which indicate that it is more likely than not an impairment loss has occurred. The Company evaluates its intangible assets that have finite useful lives whenever an event or change in circumstances indicates that the carrying value of the asset may not be recoverable.
As of SeptemberJune 30, 2022,2023, the Company considered the impact of economic conditions and evaluated its goodwill and intangible assets for impairment testing. The Company estimated the recoverability of the intangible assets by comparing the carrying amount of each asset to the future undiscounted cash flows that the Company expects the asset to generate. The sum of the undiscounted expected future cash flows was greater than the carrying amount of the intangible assets. The Company concluded that as of SeptemberJune 30, 2022,2023, there was no impairment of its intangible assets or goodwill.
5.    Selected Balance Sheet Data
Allowances on Advances and Loans
Allowance for credit losses for advances and loans as of SeptemberJune 30, 20222023 and December 31, 20212022 was $836,000$578,000 and $789,000,$791,000, respectively.
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(Unaudited)
Other Assets
Other assets consisted of the following (in thousands):
CurrentNon-CurrentCurrentNon-Current
September 30,
2022
December 31,
2021
September 30,
2022
December 31,
2021
June 30,
2023
December 31,
2022
June 30,
2023
December 31,
2022
Mortgage servicing rights (“MSRs”), net of amortization$— $— $— $1,855 
Security depositsSecurity deposits— — 1,680 1,395 Security deposits$— $— $1,500 $1,625 
Employee notes receivableEmployee notes receivable40 — — Employee notes receivable52 38 — 
Securities, held-to-maturity(1)
Securities, held-to-maturity(1)
— — 9,500 9,500 
Securities, held-to-maturity(1)
— — 9,500 9,500 
Loan performance fee receivableLoan performance fee receivable564 — 3,990 — Loan performance fee receivable1,261 766 6,565 4,261 
Prepaid lease costs and other5,399 5,230 — 396 
Other(2)
Other(2)
4,537 6,510 489 473 
$5,964 $5,270 $15,170 $13,146 $5,850 $7,282 $18,092 $15,859 
(1)Securities, held-to-maturity, are expected to mature on September 1, 2024 and accrue interest based on the 1-year treasury rate.
MSRs
The net change in the carrying value of MSRs consisted of the following (in thousands):
Nine Months Ended
September 30,
20222021
Beginning balance$1,855 $1,897 
Additions— 421 
Amortization(1,275)(399)
Reclassification to assets held for sale(280)— 
Loss on sale(300)— 
Ending balance$— $1,919 
In the six months ended June 30, 2022, the Company received cancellation notices on certain servicing contracts. Amortization of those contracts was adjusted to reflect the cancellations. In June 2022, the Company determined to discontinue its servicing activities(2)Other primarily includes customer trust accounts and signed an agreement to sell the remaining servicing rights. The Company recorded a loss on the sale of the remaining rights in the second quarter of 2022 and had reclassified the remaining carrying value of the MSRs to assets held for sale. The loss on sale was recorded within selling, general and administrative expenses within the condensed consolidated statements of net income. The sale closed in the third quarter of 2022.
The portfolio of loans serviced by the Company aggregated $1.7 billion for the period ended December 31, 2021.

prepaid lease costs.



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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
Deferred Compensation and Commissions
Deferred compensation and commissions consisted of the following (in thousands):
CurrentNon-CurrentCurrentNon-Current
September 30,
2022
December 31,
2021
September 30,
2022
December 31,
2021
June 30,
2023
December 31,
2022
June 30,
2023
December 31,
2022
Stock appreciation rights (“SARs”) liability (1)
Stock appreciation rights (“SARs”) liability (1)
$2,323 $2,241 $13,002 $14,918 
Stock appreciation rights (“SARs”) liability (1)
$2,480 $2,323 $11,037 $13,137 
Commissions payable to investment sales and financing professionalsCommissions payable to investment sales and financing professionals59,507 110,769 36,789 31,697 Commissions payable to investment sales and financing professionals40,196 72,247 22,647 45,156 
Deferred compensation liability (1)
Deferred compensation liability (1)
524 1,080 6,034 6,921 
Deferred compensation liability (1)
471 493 7,615 6,168 
OtherOther193 595 — — Other204 258 — — 
$62,547 $114,685 $55,825 $53,536 $43,351 $75,321 $41,299 $64,461 
(1)The SARs and deferred compensation liabilities become subject to payout at the time the participant is no longer considered a service provider. As a result of the retirement of certain participants, estimated amounts to be paid to participants within the next twelve months have been classified as current.
SARs Liability
Prior to the IPO, certain employees of the Company were granted SARs under a stock-based compensation program assumed by MMC. In connection with the IPO, the SARs agreements were revised, the MMC liability of $20.0 million for the SARs was frozen as of March 31, 2013 and was transferred to MMI through a capital distribution. The SARs liability will be settled with each participant in ten annual installments in January of each year upon retirement or termination from service, or in full upon consummation of a change in control of the Company.
Under the revised agreements, MMI is required to accrue interest on the outstanding balance beginning on January 1, 2014, at a rate based on the 10-year treasury note, plus 2%. The rate resets annually. The rates at January 1, 2023 and 2022 were 5.79% and 2021 were 3.63% and 2.93%, respectively. MMI recorded interest expense related to this liability of $135,000$190,000 and $122,000$136,000 for the three months ended SeptemberJune 30, 20222023 and 2021,2022, respectively, and $406,000$380,000 and $366,000$271,000 for the ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, respectively.
Estimated payouts within the next twelve months for participants that have separated from service have been classified as current. During each of the ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, the Company made total payments of $2.3 million and $2.2 million, respectively, consisting of principal and accumulated interest.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
Commissions Payable
Certain investment sales and financing professionals can earn additional commissions after meeting certain annual revenue thresholds. These commissions are recognized as cost of services in the period in which they are earned as they relate to specific transactions closed. The Company may defer payment of certain commissions, at its election, for up to three years. Commissions that are not expected to be paid within twelve months are classified as long-term.
Deferred Compensation Liability
A select group of management is eligible to participate in the Marcus & Millichap Deferred Compensation Plan (the “Deferred Compensation Plan”). The Deferred Compensation Plan is a non-qualified deferred compensation plan that is intended to comply with Section 409A of the Internal Revenue Code and permits participants to defer compensation up to the limits set forth in the Deferred Compensation Plan. Amounts are paid out generally when the participant is no longer a service provider; however, an in-service payout election is available to participants. Participants may elect to receive payouts as a lump sum or quarterly over a two to fifteen-year period. The Company elected to fund the Deferred Compensation Plan through company ownedCompany-owned variable life insurance policies. The Deferred Compensation Plan is managed by a third-party institutional fund manager, and the deferred compensation and investment earnings are held as a Company asset in a rabbi trust, which is recorded in assets held in rabbi trust in the accompanying condensed consolidated balance
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
sheets. The assets in the trust are restricted unless the Company becomes insolvent, in which case the trust assets are subject to the claims of the Company’s creditors. The Company may also, in its sole and absolute discretion, elect to withdraw at any time a portion of the trust assets by an amount by which the fair market value of the trust assets exceeds 110% of the aggregate deferred compensation liability represented by the participants’ accounts. Estimated payouts within the next twelve months for participants that have separated from service or elected an in-service payout have been classified as current. During the ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, the Company made total payments to participants of $807,000$163,000 and $1,200,000$625,000 respectively.
The assets held in the rabbi trust are carried at the cash surrender value of the variable life insurance policies, which represents its fair value. The net change in the carrying value of the assets held in the rabbi trust and the net change in the carrying value of the deferred compensation liability, each exclusive of additional contributions, distributions and trust expenses, consisted of the following (in thousands):
Three Months Ended
September 30,
Nine Months Ended
September 30,
2022202120222021
(Decrease) increase in the carrying value of the assets held in the rabbi trust (1)
$(347)$(59)$(2,131)$932 
Decrease (increase) in the net carrying value of the deferred compensation obligation (2)
$317 $43 $2,108 $(720)
Three Months Ended
June 30,
Six Months Ended
June 30,
2023202220232022
Increase (decrease) in the carrying value of the assets held in the rabbi trust (1)
$472 $(1,259)$930 $(1,784)
(Increase) decrease in the net carrying value of the deferred compensation obligation (2)
$(452)$1,259 $(885)$1,791 
(1)Recorded in other income (expense), net in the condensed consolidated statements of net income.operations.
(2)Recorded in selling, general and administrative expense in the condensed consolidated statements of net income.operations.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
Other Liabilities
Other liabilities consisted of the following (in thousands):
CurrentNon-CurrentCurrentNon-Current
September 30,
2022
December 31,
2021
September 30,
2022
December 31,
2021
June 30,
2023
December 31,
2022
June 30,
2023
December 31,
2022
Deferred considerationDeferred consideration$4,692 $5,112 $1,467 $4,689 Deferred consideration$1,294 $3,633 $724 $1,486 
Contingent considerationContingent consideration2,414 2,681 5,610 6,631 Contingent consideration1,513 1,726 5,005 5,341 
Dividends payableDividends payable10,784 — 1,627 — Dividends payable645 612 1,528 1,603 
Stock repurchase payableStock repurchase payable1,918 — — — Stock repurchase payable— 565 — — 
Loan guarantee obligationLoan guarantee obligation537 2,040 2,696 — 
OtherOther795 991 1,919 74 Other910 1,357 566 184 
$20,603 $8,784 $10,623 $11,394 $4,899 $9,933 $10,519 $8,614 
6.    Related-Party Transactions
Shared and Transition Services
Certain services are provided to the Company under a Transition Services Agreement (“TSA”) between MMC and the Company. The TSA is intended to provide certain services until the Company acquires these services separately. Under the TSA, the Company incurredearned net costs (charge-back)charge-backs during the three months ended SeptemberJune 30, 2023 and 2022 of $19,000 and 2021 of $(17,000) and $(11,000),$7,000, respectively, and during the ninesix months ended SeptemberJune 30, 2023 and 2022 of $44,000 and 2021 of $(35,000) and $4,000,$18,000, respectively. These amounts are included in selling, general and administrative expense in the accompanying condensed consolidated statements of net income.operations.
Brokerage and Financing Services with the Subsidiaries of MMC
MMC has wholly or majority owned subsidiaries that buy and sell commercial real estate properties. The Company performs certain brokerage and financing services related to transactions of the subsidiaries of MMC. For the three months ended SeptemberJune 30, 20222023 and 2021,2022, the Company earned real estate brokerage commissions and financing fees of
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
$650,000 $0 and $603,000,$912,000, respectively, from transactions with subsidiaries of MMC related to these services. The Company incurred cost of services of $388,000$0 and $363,000,$547,000, respectively, related to these revenues.this revenue. For the ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, the Company earned real estate brokerage commissions and financing fees of $3.2 million$441,000 and $1.4 million,$2,510,000, respectively, from transactions with subsidiaries of MMC related to these services. The Company incurred cost of services of $1.9 million$264,000 and $840,000,$1,501,000, respectively, related to these revenues.this revenue.
Operating Lease with MMC
The Company extended its operating lease with MMC for a single-story office building located in Palo Alto, California, which now expires in May 2032. The related operating lease cost was $296,000$295,000 and $333,000$320,000 for the three months ended SeptemberJune 30, 20222023 and 2021,2022, respectively, and $967,000$592,000 and $998,000$653,000 for the ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, respectively. Operating lease cost is included in selling, general and administrative expense in the accompanying condensed consolidated statements of operations. The related operating lease right-of-use asset, net income.and operating lease liability as of June 30, 2023 was $8,115,000 and $8,442,000, respectively and as of December 31, 2022 was $9,041,000 and $9,262,000, respectively.
Accounts Payable and Accrued Expenses withAmounts due to (from) MMC
As of SeptemberJune 30, 20222023 and December 31, 2021,2022, the Company owedrecorded a receivable of $3,000 and a payable of $79,000 with MMC, $90,000 and $93,000, respectively. These amounts are included in other assets, current and accounts payable and accrued expenses, respectively, in the accompanying condensed consolidated balance sheets.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
Other
The Company makes advances to non-executive employees from time-to-time. At SeptemberJune 30, 20222023 and December 31, 2021,2022, the aggregate principal amount for employee notes receivable was $1,000$90,000 and $40,000,$6,000, respectively, which is included in other assets current in the accompanying condensed consolidated balance sheets. See Note 5 – “Selected- "Selected Balance Sheet Data” for additional information.Data".
As of SeptemberJune 30, 2022,2023, George M. Marcus, the Company’s founder and Chairman, beneficially owned approximately 38%39% of the Company’s issued and outstanding common stock, including shares owned by Phoenix Investments Holdings, LLC and the Marcus Family Foundation II.
7.    Fair Value Measurements
U.S. GAAP defines the fair value of a financial instrument as the amount that would be received from the sale of an asset in an orderly transaction between market participants at the measurement date. The Company is responsible for the determination of fair value and the supporting methodologies and assumptions. The Company uses various pricing sources and third parties to provide and validate the values utilized.
The degree of judgment used in measuring the fair value of financial instruments is generally inversely correlated with the level of observable valuation inputs. Financial instruments with quoted prices in active markets generally have more pricing observability and less judgment is used in measuring fair value. Financial instruments for which no quoted prices are available have less observability and are measured at fair value using valuation models or other pricing techniques that require more judgment.
Assets recorded at fair value are measured and classified in accordance with a fair value hierarchy consisting of the three “levels” based on the observability of inputs available in the marketplace used to measure the fair values as discussed below:
Level 1: Unadjusted quoted prices in active markets that are accessible at the measurement date for identical, unrestricted assets or liabilities;
Level 2: Quoted prices in markets that are not active, or inputs which are observable, either directly or indirectly, for substantially the full term of the asset or liability; or
Level 3: Unobservable inputs reflect management’s best estimate of what market participants would use in pricing the asset or liability at the measurement date. Consideration is given to the risk inherent in the valuation technique and the risk inherent in the inputs to the model. Management estimates include certain
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
pricing models, discounted cash flow methodologies and similar techniques that use significant unobservable inputs.
Recurring Fair Value Measurements
The Company values its investments including commercial paper and floating net asset value money market funds recorded in cash, and cash equivalents, and restricted cash, investments in marketable debt securities, available-for-sale, assets held in the rabbi trust, deferred compensation liability and contingent and deferred consideration at fair value on a recurring basis.
Fair values for investments included in cash, and cash equivalents, and restricted cash and marketable debt securities, available-for-sale were determined for each individual security in the investment portfolio and all these securities are Level 1 or 2 measurements as appropriate.
Fair values for assets held in the rabbi trust and related deferred compensation liability were determined based on the cash surrender value of the company ownedCompany-owned variable life insurance policies and underlying investments in the trust, and are Level 2 and Level 1 measurements, respectively.
Contingent consideration in connection with acquisitions, is carried at fair value and determined on a contract-by-contract basis, calculated using unobservable inputs based on a probability of achieving EBITDA and other performance requirements, and is a Level 3 measurement. Deferred consideration in connection with acquisitions is carried at fair value
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
and calculated using a discounted cash flow estimate with the only remaining condition on such payments being the passage of time, and is a Level 2 measurement.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
Assets and liabilities carried at fair value on a recurring basis consisted of the following (in thousands):
September 30, 2022December 31, 2021June 30, 2023December 31, 2022
Fair ValueLevel 1Level 2Level 3Fair ValueLevel 1Level 2Level 3Fair ValueLevel 1Level 2Level 3Fair ValueLevel 1Level 2Level 3
Assets:Assets:Assets:
Assets held in rabbi trustAssets held in rabbi trust$9,222 $— $9,222 $— $11,508 $— $11,508 $— Assets held in rabbi trust$10,365 $— $10,365 $— $9,553 $— $9,553 $— 
Cash equivalents (1):
Cash equivalents (1):
       
Cash equivalents (1):
       
Commercial paperCommercial paper$80,095 $— $80,095 $— $8,948 $— $8,948 $— Commercial paper$50,191 $— $50,191 $— $41,324 $— $41,324 $— 
Money market fundsMoney market funds120,011 120,011 — — 210,985 210,985 — — Money market funds81,411 81,411 — — 139,025 139,025 — — 
$200,106 $120,011 $80,095 $— $219,933 $210,985 $8,948 $— $131,602 $81,411 $50,191 $— $180,349 $139,025 $41,324 $— 
Marketable debt securities, available-for-sale:Marketable debt securities, available-for-sale:        Marketable debt securities, available-for-sale:        
Short-term investments:Short-term investments:        Short-term investments:        
U.S. treasuriesU.S. treasuries$121,410 $121,410 $— $— $35,733 $35,733 $— $— U.S. treasuries$65,495 $65,495 $— $— $134,549 $134,549 $— $— 
Corporate debtCorporate debt89,507 — 89,507 — — — — — Corporate debt99,361 — 99,361 — 118,041 — 118,041 — 
ABS and otherABS and other842 — 842 — 148,135 — 148,135 — ABS and other— — — — 844 — 844 — 
$211,759 $121,410 $90,349 $— $183,868 $35,733 $148,135 $— $164,856 $65,495 $99,361 $— $253,434 $134,549 $118,885 $— 
Long-term investments:Long-term investments:        Long-term investments:        
U.S. treasuriesU.S. treasuries$42,881 $42,881 $— $— $70,767 $70,767 $— $— U.S. treasuries$17,409 $17,409 $— $— $20,715 $20,715 $— $— 
U.S. government sponsored entitiesU.S. government sponsored entities543 — 543 — 745 — 745 — U.S. government sponsored entities510 — 510 — 536 — 536 — 
Corporate debtCorporate debt39,562 — 39,562 — 34,013 — 34,013 — Corporate debt42,250 — 42,250 — 41,358 — 41,358 — 
ABS and otherABS and other6,343 — 6,343 — 7,085 — 7,085 — ABS and other10,542 — 10,542 — 5,986 — 5,986 — 
$89,329 $42,881 $46,448 $— $112,610 $70,767 $41,843 $— $70,711 $17,409 $53,302 $— $68,595 $20,715 $47,880 $— 
Liabilities:Liabilities:        Liabilities:        
Contingent considerationContingent consideration$8,024 $— $— $8,024 $9,312 $— $— $9,312 Contingent consideration$6,518 $— $— $6,518 $7,067 $— $— $7,067 
Deferred considerationDeferred consideration$6,159 $— $6,159 $— $9,801 $— $9,801 $— Deferred consideration$2,018 $— $2,018 $— $5,119 $— $5,119 $— 
Deferred compensation liabilityDeferred compensation liability$6,558 $6,558 $— $— $8,001 $8,001 $— $— Deferred compensation liability$8,086 $8,086 $— $— $6,661 $6,661 $— $— 
(1)Included in cash, and cash equivalents, and restricted cash on the accompanying condensed consolidated balance sheets.
There were no transfers in or out of Level 3 during the ninesix months ended SeptemberJune 30, 20222023 and 2021.2022.
During the ninesix months ended SeptemberJune 30, 2022,2023, the Company considered current and future interest rates and the probability of achieving EBITDA and other performance targets in its determination of fair value for the contingent consideration. The Company is uncertain as to the extent of the volatility in the unobservable inputs in the foreseeable future. Deferred consideration in connection with acquisitions is carried at fair value and calculated using a discounted cash flow estimate with the only remaining condition on such payments being the passage of time.
As of SeptemberJune 30, 20222023 and December 31, 2021,2022, contingent and deferred consideration had a maximum undiscounted payment to be settled in cash or stock of $23.8$17.3 million and $28.6$21.3 million, respectively. Assuming the achievement of the applicable performance criteria and/or service and time requirements, the Company anticipates these payments will be made over the next one to five-yearfour-year period. Changes in fair value are included in selling, general and administrative expense in the condensed consolidated statements of net income.operations.
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(Unaudited)
A reconciliation of contingent consideration measured at fair value on a recurring basis consisted of the following (in thousands):
Nine Months Ended
September 30,
Six Months Ended
June 30,
2022202120232022
Beginning balanceBeginning balance$9,312 $5,572 Beginning balance$7,067 $9,312 
Contingent consideration in connection with acquisitionsContingent consideration in connection with acquisitions— (100)Contingent consideration in connection with acquisitions— — 
Change in fair value of contingent consideration(1)Change in fair value of contingent consideration(1)(248)3,246 Change in fair value of contingent consideration(1)511 (493)
Payments of contingent considerationPayments of contingent consideration(1,040)(620)Payments of contingent consideration(1,060)(1,040)
Ending balanceEnding balance$8,024 $8,098 Ending balance$6,518 $7,779 
(1)Includes immaterial impact of foreign currency translation.
Quantitative information about the valuation technique and significant unobservable inputs used in the valuation of the Company’s Level 3 financial liabilities measured at fair value on a recurring basis consisted of the following (dollars in thousands):
Fair Value at
SeptemberJune 30, 2023
Valuation TechniqueUnobservable inputs
Range (Weighted Average)(1)
Contingent
consideration
$6,518 Discounted cash flowExpected life of cash flows0.1-4.3 years (2.2 years)
Discount rate6.2%-7.3%(6.8%)
Probability of achievement0.0%-100.0%(94.8%)
Fair Value at
December 31,
2022
Valuation TechniqueUnobservable inputs
Range (Weighted Average)(1)
Contingent
consideration
$8,0247,067 Discounted cash flowExpected life of cash flows0.7-5.10.4-4.8 years (2.8 (2.7 years)
Discount rate6.3%-6.9% (6.7%)6.0%-7.0%(6.5)%
Probability of achievement0.0%-100.0% (96.3%)
Fair Value at
December 31, 2021
Valuation TechniqueUnobservable inputs
Range (Weighted Average)(1)
Contingent consideration$9,312 Discounted cash flowExpected life of cash flows1.4-5.8 years (3.4 years)
Discount rate2.2%-3.5% (2.9%)
Probability of achievement29.0%-100.0% (95.2%)(95.4)%
(1)Unobservable inputs were weighted by the relative fair value of the instruments.
Nonrecurring Fair Value Measurements
In accordance with U.S. GAAP, from time to time, the Company measures certain assets at fair value on a nonrecurring basis. The Company reviews the carrying value of MSRs, intangibles, goodwill and other assets for indications of impairment at least annually. When indications of potential impairment are identified, the Company may be required to determine the fair value of those assets and record an adjustment for the carrying amount in excess of the fair value determined. Any fair value determination would be based on valuation approaches, which are appropriate under the circumstances and utilize Level 2 and Level 3 measurements as required.
MSRs are recorded at fair
8.    Stockholders’ Equity
Common Stock
As of June 30, 2023 and December 31, 2022, there were 38,460,595 and 39,255,838 shares of common stock, $0.0001 par value, upon acquisitionissued and outstanding, which included unvested restricted stock awards (“RSAs”) issued to non-employee directors, respectively. See Note 11 – “(Loss) Earnings per Share” for additional information.
On August 1, 2023, the Board of Directors declared a servicing contract. The Company has elected the amortization method for the subsequent measurementsemi-annual regular dividend of MSRs. MSRs are carried$0.25 per share, payable on October 6, 2023, to stockholders of record at the lowerclose of amortized cost or fair value. MSRs are a Level 3 measurement. The Company’s MSRs do not trade in an active, open market with readily observable prices. The estimated fair value of the Company’s MSRs were developed using a discounted cash flow model that calculates the present value of estimated future net servicing income. The model considers contractual provisions and assumptions of market participants including specified servicing fees, prepayment assumptions, delinquency rates, late charges, other ancillary revenue, costs to service and other economic factors. The Company periodically reassesses and adjusts, when necessary, the underlying inputs and assumptions used to reflect observable market conditions and assumptions that a market participant would consider in valuing an MSR asset. Management uses assumptions in the determination of fair value for MSRs after considering default, severity, prepayment and discount rates related to the specific types and underlying collateral of the various serviced loans, interest rates, refinance rates, and current government and private sector responsesbusiness on the economic impact of the COVID-19 pandemic. In June 2022, the Company determined to discontinue itsSeptember 15, 2023.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
servicing activities and signed an agreement to sell the remaining servicing rights. The sale closed in the third quarter of 2022. See Note 5 – “Selected Balance Sheet Data” for additional information.
8.    Stockholders’ Equity
Common Stock
As of SeptemberJune 30, 2022 and December 31, 2021, there were 39,797,423 and 39,692,373 shares2023, $2.2 million of common stock, $0.0001 par value, issued and outstanding, which includedividend equivalents related to unvested restricted stock awards (“RSAs”) issued to non-employee directors, respectively. See Note 11 – “Earnings per Share” for additional information.
On February 16, 2022, the Board of Directors declared a semi-annual regular dividend of $0.25 per share and a special dividend of $1.00 per share, payable on April 4, 2022, to stockholders of record at the close of business on March 8, 2022.
On August 2, 2022, the Board of Directors declared a semi-annual regular dividend of $0.25 per share, payable on October 6, 2022, to stockholders of record at the close of business on September 15, 2022.
As a result, the Company paid $50.2 million in dividends to outstanding shareholders during the nine months ended September 30, 2022.
As of September 30, 2022, the dividend payable was $12.4 million, of which $10.0 million was paid on October 6, 2022, and $2.4 million remains to be paid upon vesting of stock awards. This payable of $12.4 million isare recorded in other liabilities current and other liabilities, non-current in the condensed consolidated balance sheets. See Note 5 – “Selected Balance Sheet Data.”
Preferred Stock
The Company has 25,000,000 authorized shares of preferred stock with a par value $0.0001 per share. At SeptemberJune 30, 20222023 and December 31, 2021,2022, there were no preferred shares issued or outstanding.
Accumulated Other Comprehensive (Loss) Income
Amounts reclassified from accumulated other comprehensive (loss) income are included as a component of other income (expense), net or selling, general and administrative expense, as applicable, in the condensed consolidated statements of net income.operations. The reclassifications were determined on a specific identification basis.
The Company has not provided for U.S. taxes on unremitted earnings of its foreign subsidiary as it is operating at a loss and has no earnings and profits to remit. As a result, deferred taxes were not provided related to the cumulative foreign currency translation adjustments.
Repurchases of Common Stock
On August 2, 2022, the Company's Board of Directors authorized a common stock repurchase program of up to $70 million. On May 2, 2023, the Company's Board of Directors approved an additional $70 million to repurchase common stock under its stock repurchase program. During the ninesix months ended SeptemberJune 30, 2022,2023, the Company repurchased and retired 226,7951,098,561 shares of common stock for $7.6$34.4 million, at an average cost of $33.41$31.28 per share, of which $1.9 million was for shares repurchased but not settled.share. As of SeptemberJune 30, 2022, $62.42023, $76.0 million remained availableauthorized for repurchases under the stock repurchase program.

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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
9.    Stock-Based Compensation Plans
2013 Omnibus Equity Incentive Plan
The Company’s boardBoard of directorsDirectors adopted the 2013 Omnibus Equity Incentive Plan (the “2013 Plan”), which became effective upon the Company’s IPO. In February 2017, the Board of Directors amended and restated the 2013 Plan, which was approved by the Company’s stockholders in May 2017. Grants are made from time to time by the compensation committee of the Company’s boardBoard of directorsDirectors at its discretion, subject to certain restrictions as to the number and value of shares that may be granted to any individual. In addition, non-employee directors receive annual grants under a director compensation policy. The compensation committee of the Company’s boardBoard of directorsDirectors has the option to grant dividend equivalents to unvested grants. Any dividend equivalents granted to unvested awards are paid to the participant at the time the related grants vest. As of SeptemberJune 30, 2022,2023, there were 3,801,5913,401,886 shares available for future grants under the 2013 Plan.
On August 2, 2022,1, 2023, the Board of Directors declared a semi-annual regular dividend of $0.25 per share, payable onwith a payment date of October 6, 2022,2023, to stockholders of record at the close of business on September 15, 2022.2023. The Compensation Committee granted dividend equivalents to all unvested grants as of the record date.
As of SeptemberJune 30, 2022, $2.42023, $2.2 million of dividend equivalents remains to be paid upon vesting of stock awards, including $0.5 million related to the semi-annual regular dividend declared on August 2, 2022.awards.
Awards Granted and Settled
Under the 2013 Plan, the Company has issued RSAs to non-employee directors and restricted stock units (“RSUs”) to employees and independent contractors. RSAs vest over a one-year period from the date of grant, subject to service requirements. RSUs generally vest in equal annual installments over a five-year period from the date of grant or earlier as approved by the compensation committee of the Company’s boardBoard of directors.Directors. Dividend equivalents granted for unvested stock awards are paid at the time the stock awards vest. Any unvested awards and dividend equivalents are canceled upon termination as a service provider. As of SeptemberJune 30, 2022,2023, there were no issued or outstanding options, SARs, performance units or performance share awards under the 2013 Plan.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
During the ninesix months ended SeptemberJune 30, 2022, 288,9542023, 349,290 shares of RSUs and RSAs vested, and 82,876with 125,319 shares of common stock were withheld to pay applicable required employee statutory withholding taxes based on the market value of the shares on the vesting date. The shares withheld for taxes were returned to the share reserve and are available for future issuance in accordance with provisions of the 2013 Plan. Unvested RSUs will be settled through the issuance of new shares of common stock.
Outstanding Awards
Activity under the 2013 Plan consisted of the following (dollars in thousands, except weighted average per share data):
SharesWeighted-
Average Grant
Date Fair Value
Per Share
Nonvested shares at December 31, 2021⁽¹⁾980,936$36.58 
Granted1,051,17845.75 
Vested(288,954)36.24 
Forfeited/canceled(24,137)39.00 
Nonvested shares at September 30, 2022⁽¹⁾1,719,023$42.21 
Unrecognized stock-based compensation expense as of September 30, 2022$63,294 
Unrecognized compensation expense is expected to be recognized over a weighted-average period (years) of approximately3.95
Weighted average remaining vesting period (years) as of September 30, 20223.95
SharesWeighted-
Average Grant
Date Fair Value
Per Share
Nonvested shares at December 31, 2022⁽¹⁾1,741,461$42.14 
Granted556,26034.09 
Vested(349,290)42.10 
Forfeited/canceled(10,347)40.90 
Nonvested shares at June 30, 2023⁽¹⁾1,938,084$39.85 
(1)Nonvested RSUs will be settled through the issuance of new shares of common stock.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
June 30, 2023, the Company had unrecognized stock-based compensation relating to RSUs and RSAs of approximately $68.2 million, which is expected to be recognized over a weighted-average period of 3.69 years.
Employee Stock Purchase Plan
In 2013, the Company adopted the 2013 Employee Stock Purchase Plan (“ESPP”). The ESPP is intended to qualify under Section 423 of the Internal Revenue Code and provides for consecutive, non-overlapping 6-monthsix-month offering periods. The offering periods generally start on the first trading day on or after May 15 and November 15 of each year. Qualifying employees may purchase shares of the Company stock at a 10% discount based on the lower of the market price at the beginning or end of the offering period, subject to IRS limitations. The Company determined that the ESPP was a compensatory plan and is required to expense the fair value of the awards over each 6-monthsix-month offering period.
The ESPP initially had 366,667 shares of common stock reserved, and 145,636121,615 shares of common stock remain available for issuance as of SeptemberJune 30, 2022.2023. The ESPP provides for annual increases in the number of shares available for issuance under the ESPP, equal to the leastlesser of (i) 366,667 shares, (ii) 1% of the outstanding shares on such date, or (iii) an amount determined by the compensation committee of the Board of Directors. Pursuant to the provisions of the ESPP, the Board of Directors has determined to not provide for any annual increases to date. At SeptemberAs of June 30, 2022,2023, total unrecognized compensation cost related to the ESPP was $32,000$65,000 and is expected to be recognized over a weighted average period of 0.130.38 years.
SARs and DSUs
Prior to the IPO, certain employees were granted SARs. As of March 31, 2013, the outstanding SARs were frozen at the liability amount, and will be paid out to each participant in installments upon retirement or departure under the terms of the revised SARs agreements. To replace beneficial ownership in the SARs, the difference between the book value liability and the fair value of the awards was granted to plan participants in the form of deferred stock units (“DSUs”), which were fully vested upon receipt and will be settled in actual stock at a rate of 20% per year if the participant remains employed by the Company during that period (otherwise all unsettled shares of stock upon termination from service will be settled five years from the termination date, unless otherwise agreed to by the Company). In the event of death or termination of service after reaching the age of 67, 100% of the DSUs will be settled. During the nine months ended September 30,As of December 31, 2022, 166,449all DSUs were settled, and 78,615 sharessettled.
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MARCUS & MILLICHAP, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
Summary of Stock-Based Compensation
Components of stock-based compensation are included in selling, general and administrative expense in the condensed consolidated statements of net incomeoperations and consisted of the following (in thousands):
Three Months Ended
September 30,
Nine Months Ended
September 30,
Three Months Ended
June 30,
Six Months Ended
June 30,
20222021202220212023202220232022
ESPPESPP$66 $33 $151 $107 ESPP$28 $29 $83 $85 
RSUs and RSAsRSUs and RSAs4,478 2,670 12,524 7,546 RSUs and RSAs5,323 4,246 10,279 8,046 
$4,544 $2,703 $12,675 $7,653 $5,351 $4,275 $10,362 $8,131 

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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
10.    Income Taxes
The Company’s effective tax rate for the three and ninesix months ended SeptemberJune 30, 20222023 was 31.7%(45.5)% and 27.0%16.6%, respectively, compared to 26.0%24.9% and 26.7% respectively,25.5% for the three and ninesix months ended SeptemberJune 30, 2021.2022, respectively. The Company provides for the effects of income taxes in interim financial statements based on the Company’s estimate of its annual effective tax rate for the full year, which is based on forecasted income by jurisdiction where the Company operates, adjusted for any tax effects of items that relate discretely to the period, if any.
The provision for income taxes differs from the amount computed by applying the U.S. federal statutory rate to income before provision for income taxes and consisted of the following (dollars in thousands):
Three Months Ended September 30,Nine Months Ended September 30,Three Months Ended June 30,Six Months Ended June 30,
20222021202220212023202220232022
AmountRateAmountRateAmountRateAmountRateAmountRateAmountRateAmountRateAmountRate
Income tax expense at the federal statutory rate$6,573 21.0 %$9,627 21.0 %$27,712 21.0 %$23,052 21.0 %
State income tax expense, net of federal benefit1,707 5.5 %2,111 4.6 %6,129 4.6 %5,157 4.7 %
Income tax (benefit) expense at the federal statutory rateIncome tax (benefit) expense at the federal statutory rate$(1,260)21.0 %$11,786 21.0 %$(3,668)21.0 %$21,139 21.0 %
State income tax expense (benefit), net of federal benefitState income tax expense (benefit), net of federal benefit315 (5.3)%2,389 4.3 %(424)2.4 %4,422 4.4 %
(Windfall) shortfall tax benefits, net related to stock-based compensation(Windfall) shortfall tax benefits, net related to stock-based compensation(54)(0.2)%(443)(1.0)%(2,118)(1.6)%(522)(0.5)%(Windfall) shortfall tax benefits, net related to stock-based compensation119 (2.0)%(1,758)(3.1)%773 (4.4)%(2,064)(2.1)%
Change in valuation allowanceChange in valuation allowance1,073 3.4 %55 0.1 %992 0.8 %243 0.2 %Change in valuation allowance17 (0.3)%23 0.0 %244 (1.4)%(81)(0.1)%
Permanent and other items (1)
Permanent and other items (1)
640 2.0 %571 1.3 %2,936 2.2 %1,374 1.3 %
Permanent and other items (1)
3,537 (58.9)%1,515 2.7 %170 (1.0)%2,296 2.3 %
$9,939 31.7 %$11,921 26.0 %$35,651 27.0 %$29,304 26.7 %$2,728 (45.5)%$13,955 24.9 %$(2,905)16.6 %$25,712 25.5 %
(1)Permanent items relate principally to compensation charges, qualified transportation fringe benefits, and meals and entertainment.entertainment, and other items principally related to the effect of providing taxes in the interim financial statements based on the estimated full year effective tax rate.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
11.    (Loss) Earnings per Share
Basic and diluted (loss) earnings per share for the three and ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, respectively consisted of the following (in thousands, except per share data):
Three Months Ended
September 30,
Nine Months Ended
September 30,
Three Months Ended
June 30,
Six Months Ended
June 30,
20222021202220212023202220232022
Numerator (Basic and Diluted):Numerator (Basic and Diluted):Numerator (Basic and Diluted):
Net income$21,362 $33,924 $96,313 $80,468 
Net (loss) incomeNet (loss) income$(8,729)$42,168 $(14,562)$74,951 
Change in value for stock settled consideration(3)Change in value for stock settled consideration(3)(12)(2)(50)Change in value for stock settled consideration(3)13 (24)37 (38)
Adjusted net income$21,350 $33,922 $96,263 $80,476 
Adjusted net (loss) incomeAdjusted net (loss) income$(8,716)$42,144 $(14,525)$74,913 
Denominator:Denominator:Denominator:
BasicBasicBasic
Weighted average common shares issued and outstandingWeighted average common shares issued and outstanding39,98339,63439,88139,539Weighted average common shares issued and outstanding38,55339,93638,88039,829
Deduct: Unvested RSAs (1)
Deduct: Unvested RSAs (1)
(12)(13)(12)(14)
Deduct: Unvested RSAs (1)
(15)(12)(13)(13)
Add: Fully vested DSUs (2)
Add: Fully vested DSUs (2)
115319169334
Add: Fully vested DSUs (2)
124202
Weighted average common shares outstandingWeighted average common shares outstanding40,08639,94040,03839,859Weighted average common shares outstanding38,53840,04838,86740,018
Basic earnings per common share$0.53 $0.85 $2.40 $2.02 
Basic (loss) earnings per common shareBasic (loss) earnings per common share$(0.23)$1.05 $(0.37)$1.87 
DilutedDilutedDiluted
Weighted average common shares outstanding from aboveWeighted average common shares outstanding from above40,08639,94040,03839,859Weighted average common shares outstanding from above38,53840,04838,86740,018
Add: Dilutive effect of RSUs, RSAs & ESPP(5)Add: Dilutive effect of RSUs, RSAs & ESPP(5)131188235176Add: Dilutive effect of RSUs, RSAs & ESPP(5)213291
Add: Contingently issuable shares(3)(5)
Add: Contingently issuable shares(3)(5)
8511385113
Add: Contingently issuable shares(3)(5)
8181
Weighted average common shares outstandingWeighted average common shares outstanding40,30240,24140,35840,148Weighted average common shares outstanding38,53840,34238,86740,390
Diluted earnings per common share$0.53 $0.84 $2.39 $2.00 
Diluted (loss) earnings per common shareDiluted (loss) earnings per common share$(0.23)$1.04 $(0.37)$1.85 
Antidilutive shares excluded from diluted earnings per common share(4)
Antidilutive shares excluded from diluted earnings per common share(4)
1,0461121,041363
Antidilutive shares excluded from diluted earnings per common share(4)
1,8878431,781843
(1)RSAs were issued and outstanding to the non-employee directors and have a one-year vesting term subject to service requirements. See Note 9 – “Stock-Based Compensation Plans” for additional information.
(2)Shares are included in weighted average common shares outstanding as the shares are fully vested but have not yet been delivered. See Note 9 – “Stock-Based Compensation Plans” for additional information.
(3)Relates to contingently issuable stock settled consideration.
(4)Primarily pertaining to RSU grants to the Company’s employees and independent contractors.
(5)Shares related to the Company's RSUs, RSAs, ESPP, and contingently issuable shares were excluded from the weighted average common shares outstanding for the three and six months ended June 30, 2023 because inclusion of such shares would be antidilutive in a period of loss.
12.    Commitments and Contingencies
Credit Agreement
On June 18, 2014, the Company entered into a credit agreement with Wells Fargo Bank, National Association (the “Credit Agreement”). On May 31, 2022, the Company executed an amended and restated Credit Agreement (the “First Amended and Restated Credit Agreement”) to extend the maturity date of the Credit Agreement on substantially the same terms and conditions as the original credit facility. The First Amended and Restated Credit Agreement provided for a $60.0 million principal amount senior secured revolving credit facility that was guaranteed by all of the Company’s domestic subsidiaries (the “Credit Facility”), which was scheduled to mature on August 1, 2022. On July 28, 2022, the Company entered into the Second Amended and Restated Credit Agreement, which provides for a three-year extension of its Credit Facility with Wells Fargo Bank, National Association on principally the same terms and conditions as the extension signed in May 2022. The new agreement matures on June 1, 2025.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
The Company may borrow, repay and reborrow amounts under the Credit Facility until its maturity date, at which time all amounts outstanding under the Credit Facility must be repaid in full. Borrowings under the Credit Agreement are available for general corporate purposes and working capital. The Credit Facility includes a $10.0 million sublimit for the
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
issuance of standby letters of credit of which $533,000 was utilized at SeptemberJune 30, 2022.2023. Borrowings under the Credit Facility will bear interest at the Daily Simple SOFR rate plus a spread of between 1.00% to 1.25% depending on the Company’s total funded debt to EBITDA as defined in the Credit Agreement. In connection with the amendments of the Credit Agreement, the Company paid bank fees and other expenses, which are being amortized over the remaining term of the Credit Agreement. The Company pays a commitment fee of up to 0.1% per annum, payable quarterly, based on the amount of unutilized commitments under the Credit Facility. The amortization and commitment fee is included in the interest expense in the accompanying condensed consolidated statements of net incomeoperations and was $94,000$26,000 and $21,000$22,000 for the three months ended SeptemberJune 30, 20222023 and 2021,2022, respectively, and $141,000$51,000 and $65,000, respectively,$47,000 during the ninesix months ended SeptemberJune 30, 2023 and 2022, and 2021.respectively. As of SeptemberJune 30, 2022,2023, there were no amounts outstanding under the Credit Agreement.
The Credit Facility contains customary covenants, including financial and other covenant reporting requirements and events of default. Financial covenants require the Company, on a combined basis with its guarantors, to maintain (i) an EBITDAR Coverage Ratio (as defined in the Credit Agreement) of not less than 1.25:1.0 as of each quarter end, determined on a rolling four-quarter basis, and (ii) total funded debt to EBITDA not greater than 2.0:1.0 as of each quarter end, determined on a rolling four-quarter basis, and also limits investments in foreign entities and certain other loans. The Credit Facility is secured by substantially all assets of the Company, including pledges of 100% of the stock or other equity interest of each subsidiary except for the capital stock of a controlled foreign corporation (as defined in the Internal Revenue Code), in which case no such pledge is required. As of SeptemberJune 30, 2022,2023, the Company was in compliance with all financial and non-financial covenants and has not experienced any limitation in its operations as a result of the covenants. Our ability to borrow under our Credit Facility is limited by our ability to comply with its covenants or obtain necessary waivers.
Strategic Alliance
The Company, in connection with the Strategic Alliance with MTRCC, has agreed to provide loan opportunities that may be funded through MTRCC’s DUS agreement with Fannie Mae. MTRCC's agreement with Fannie Mae and which requires MTRCC to guarantee a portion of each funded loan. On a loan-by-loan basis, the Company, at its option, can indemnify a portion of MTRCC’s guarantee obligation of loan opportunities presented to and closed by MTRCC. As of SeptemberJune 30, 2022,2023, the Company has agreed to a maximum aggregate guarantee obligation of $54.1$114.7 million relating to loans with an unpaid balance of $324.9$688.1 million. The maximum guarantee obligation is not representative of the actual loss the Company would incur. The Company would be liable for this amountits maximum aggregate guarantee obligation only if all of the loans for which it is providing a guarantee to MTRCC were to default and all of the collateral underlying these loans waswere determined to be without value at the time of settlement. As of June 30, 2023 and December 31, 2022, the Company has recorded an allowance for loss-sharing obligations of $656,000 and $275,000, respectively, and pledged $102,000 and $16,000, respectively, in a restricted bank account in support of the guarantee obligation.
Other
In connection with certain agreements with investment sales and financing professionals, the Company may agree to advance amounts to such professionals upon reaching certain time and performance goals. Such commitments as of SeptemberJune 30, 20222023 aggregated $19.3$10.0 million.
13.    Subsequent Events
On August 2, 2022,1, 2023, 2023, the Board of Directors declared a semi-annual regular dividend of $0.25 per share, or $10.5 million, payable on October 6, 20222023, to stockholders of record at the close of business on September 15, 2022, of which $10.0 million was paid on October 6, 2022.
Between September 30, 2022 and October 31, 2022, the Company repurchased an additional 431,700 shares of common stock for $14.9 million under the stock repurchase program.2023.

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Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations
Unless the context requires otherwise, the words “Marcus & Millichap,” “MMI,” “we,” the “Company,” “us” and “our” refer to Marcus & Millichap, Inc., and its consolidated subsidiaries.
Forward-Looking Statements
The following discussion contains forward-looking statements that involve risks and uncertainties. Our actual results could differ materially from those anticipated in these forward-looking statements as a result of many factors, including but not limited to further interest rate changes, rising inflation, and geopolitical unrest. The results of operations for the ninesix months ended SeptemberJune 30, 20222023 are not necessarily indicative of the results that may be expected for the full year ending December 31, 2022,2023, or for any other future period. The following discussion should be read in conjunction with the unaudited condensed consolidated financial statements and the notes thereto included in Item 1 of this Form 10-Q and in conjunction with our Annual Report on Form 10-K for the year ended December 31, 20212022 filed with the SEC on March 1, 2022,February 28, 2023, including the “Risk Factors” section and the consolidated financial statements and notes included therein.
Overview
We are a leading national brokerage firm specializing in commercial real estate investment sales, financing, research and advisory services. We have been the top commercial real estate investment broker in the United States based on the number of investment transactions for more than 1516 years. As of SeptemberJune 30, 2022,2023, we had 1,8801,865 investment sales and financing professionals that are primarily exclusive independent contractors operating in 8280 offices, who provide real estate brokerage and financing services to sellers and buyers of commercial real estate assets. During the three and ninesix months ended SeptemberJune 30, 2022,2023, we closed 3,0341,946 and 9,5743,753 investment sales, financing and other transactions with total sales volume of approximately $22.6$9.7 billion and $69.9$20.2 billion, respectively. During the year ended December 31, 2021,2022, we closed 13,25512,272 investment sales, financing and other transactions with total sales volume of approximately $84.4$86.3 billion.
We generate revenuesrevenue by collecting real estate brokerage commissions upon the sale, and fees upon the financing, of commercial properties, and by providing equity advisory services, loan sales, loan guarantees and consulting and advisory services. Real estate brokerage commissions are typically based upon the value of the property and financing fees are typically based upon the size of the loan. During the three months ended SeptemberJune 30, 2022, and the year ended December 31, 2021,2023, approximately 90%86% of our revenues wererevenue was generated from real estate brokerage commissions, 9%11% from financing fees and 1%3% from other real estate related services.
We divide commercial real estate into four major market segments, characterized by price:
Properties priced less than $1 million;
Private client market: properties priced from $1 million to up to but less than $10 million;
Middle market: properties priced from $10 million to up to but less than $20 million; and
Larger transaction market: properties priced from $20 million and above.
We are the industry leader in serving private clients in the $1-$10 million private client market segment, which contributed approximately 57%69% and 61%59% of our real estate brokerage commissions during the three months ended SeptemberJune 30, 20222023 and 2021,2022, respectively, and approximately 57%68% and 62%58% of our real estate brokerage commissions during the ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, respectively. The following table setstables set forth the number of transactions, sales volume and revenuesrevenue by commercial real estate market segment for real estate brokerage:
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Three Months Ended
September 30,
Three Months Ended
June 30,
20222021Change20232022Change
Real Estate BrokerageReal Estate BrokerageNumberVolumeRevenuesNumberVolumeRevenuesNumberVolumeRevenuesReal Estate BrokerageNumberVolumeRevenueNumberVolumeRevenueNumberVolumeRevenue
(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)
<$1 million<$1 million243$154 $7,252 267$183 $7,419 (24)$(29)$(167)<$1 million209$120 $4,665 279$168 $6,672 (70)$(48)$(2,007)
Private Client Market
($1 – <$10 million)
Private Client Market
($1 – <$10 million)
1,6585,885 165,534 1,8946,296 183,033 (236)(411)(17,499)Private Client Market
($1 – <$10 million)
1,0703,571 96,238 2,0217,348 209,868 (951)(3,777)(113,630)
Middle Market
($10 – <$20 million)
Middle Market
($10 – <$20 million)
1882,527 46,901 1361,940 35,353 52587 11,548 Middle Market
($10 – <$20 million)
771,021 17,425 2092,819 56,456 (132)(1,798)(39,031)
Larger Transaction Market (≥$20 million)Larger Transaction Market (≥$20 million)1579,360 73,202 1598,088 73,954 (2)1,272 (752)Larger Transaction Market (≥$20 million)662,830 22,002 1769,533 81,689 (110)(6,703)(59,687)
2,246$17,926 $292,889 2,456$16,507 $299,759 (210)$1,419 $(6,870)1,422$7,542 $140,330 2,685$19,868 $354,685 (1,263)$(12,326)$(214,355)

Nine Months Ended
September 30,
Six Months Ended June 30,
20222021Change20232022Change
Real Estate BrokerageReal Estate BrokerageNumberVolumeRevenuesNumberVolumeRevenuesNumberVolumeRevenuesReal Estate BrokerageNumberVolumeRevenueNumberVolumeRevenueNumberVolumeRevenue
(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)(in millions)(in thousands)
<$1 million<$1 million728$450 $19,711 791$532 $21,175 (63)$(82)$(1,464)<$1 million392$236 $9,703 485$296 $12,459 (93)$(60)$(2,756)
Private Client Market
($1 – <$10 million)
Private Client Market
($1 – <$10 million)
5,28518,929 536,433 4,86115,639 446,592 4243,290 89,841 Private Client Market
($1 – <$10 million)
2,0406,825 186,741 3,62713,044 370,899 (1,587)(6,219)(184,158)
Middle Market
($10 – <$20 million)
Middle Market
($10 – <$20 million)
5817,849 150,117 3705,141 97,699 2112,708 52,418 Middle Market
($10 – <$20 million)
1431,921 34,793 3935,322 103,216 (250)(3,401)(68,423)
Larger Transaction Market (≥$20 million)Larger Transaction Market (≥$20 million)47427,771 228,222 35217,619 149,992 12210,152 78,230 Larger Transaction Market (≥$20 million)1265,692 44,139 31718,411 155,020 (191)(12,719)(110,881)
7,068$54,999 $934,483 6,374$38,931 $715,458 694$16,068 $219,025 2,701$14,674 $275,376 4,822$37,073 $641,594 (2,121)$(22,399)$(366,218)
Factors Affecting Our Business
Our business and our operating results, financial condition and liquidity are significantly affected by the number and size of commercial real estate investment sales and financing transactions that we close in any period. The number and size of these transactions are affected by our ability to recruit and retain investment sales and financing professionals, identify and contract properties for sale, and identify those that need financing and refinancing. We principally monitor the commercial real estate market through four factors, which generally drive our business. The factors are the economy, commercial real estate supply and demand, capital markets, and investor sentiment and investment activity.
The Economy
Our business is dependent on economic conditions within the markets in which we operate. Changes in the economy on a global, national, regional or local basis can have a positive or negative impact on our business. Economic indicators and projections related to job growth, unemployment, interest rates, retail spending and consumer confidence trends can have a positive or negative impact on our business. Overall market conditions, including global trade, interest rate changes, inflation, and job creation, can affect investor sentiment and, ultimately, the demand for our services from investors in real estate.
The U.S. economy continuedEconomic uncertainty continues to deliver a variety of mixed signals inweigh on the third quarter of 2022. Jobinvestor perspective. Although numerous key economic indicators such as job creation, accelerated to a monthly average of 371,667 in the third quarter, outpacing the second quarter and pushing the unemployment rate back down to 3.5%, in alignmentand GDP growth remain positive and most economists are now predicting a soft landing, recession risk remains a concern among investors. Inflation has eased, with the 50+ year record low. Inflation adjusted retail sales also gained ground whileheadline Consumer Price Index (CPI) falling to 3.0% and the preliminary third quarter GDP reading indicatedforward looking Producer Price Index (PPI) falling to just 0.1%, but many measurements including the economy grewcore Personal Consumption Expenditures Index (core PCE), which is monitored most closely by 2.6%, more than erasing the contraction of the first half of the year. However, inflation remained elevated, with headline figures at 8.2% and core inflation ending the quarter at 6.7%, both well above the Federal Reserve, target. In response to elevated inflation, following its September 21, 2022 meeting,still remain well above their target of 2.0%. Following the Federal Reserve issued a 75Reserve's 25 basis points increase in July 2023, we believe the combination of slowing job creation, reduced wage pressure, easing inflation, tighter credit markets and more modest economic growth has the potential to curtail further Federal Reserve Rate, its fifth increaserate increases.
Various economic indicators continue to send mixed signals about the near-term economic outlook. The two best-known indicators of 2022. This was followed by an additional 75 basis point increase on November 2, 2022ensuing recession remain in contradiction. The treasury rate yield curve inverted early in the fourth quarter last year, and guidance suggesting another rate increase in December.. Chairman Powell also indicated that unemployment would likely need to rise significantly in 2023 to rein in inflation. The September 21st forward guidance weighed heavily on the stock marketshort-term treasury rates remain higher than longer-term rates, signaling a possible downturn ahead.
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contributingHowever, the 3.6% unemployment rate has moved little, remaining near its 54-year low as of July 2023, indicating continued labor market strength. Other measures are mixed as well. The Institute for Supply Management (ISM) manufacturing index continues to point to contraction, while the ISM services index points to growth. Meanwhile, job creation, inflation-adjusted retail sales and other metrics have begun to flatten, suggesting the economic growth trajectory may be shifting into neutral. The inconsistency among indicators continues to confound economic forecasts for 2023, but the broad consensus is leaning toward a 5% decreasesoft landing and a period of slow growth in late 2023, early 2024. The rising perception that the S&P 500 during September. While many economic drivers remain sound, the Federal Reserve’s rate hikes and increasingly aggressive positioningU.S. economy could avoid a recession has weighed on investor sentiment,convinced an increasing number of commercial real estate valuations, and tighter underwriting among lenders. These dynamics adversely impactinvestors to cautiously reengage the short-to-mid-term business and investment outlook.market, but the sector has yet to attain the critical mass needed to fully revive investment activity.
Commercial Real Estate Supply and Demand
Our business is dependent on the willingness of investors to invest in or sell commercial real estate, which is affected by many factors beyond our control. These factors include the supply of commercial real estate, coupled with user demand for these properties, and the performance of real estate assets, when compared with other investment alternatives, such as stocks and bonds.
While underlying economic growth metrics suggestSpace demand for most commercial real estate space should still be comparatively strong, thirdproperty types remained positive in the second quarter of 2023. Apartment absorption was reinvigorated by strengthening consumer sentiment and reduced fears of a recession, but the number of net new apartment leases fell short of the robust construction deliveries in the quarter, resulting in a 10 basis points rise of vacancy rates on a national level. Nonetheless, rent growth resumed in the second quarter, taking the national average occupancy levels decreased slightly in apartment, office and industrial properties.effective rent to a record high. Retail space demand however, remainedwas also positive pushingin the occupancy rate back into alignment with pre-pandemic levels. Elevated apartment and industrial construction levels have been a significant factor weighing on overall occupancy, but concerns about an impending Federal Reserve induced recession has restrained both household formation and space leasing commitments. The cooling economic outlook and reduced competition for available space has tempered rent growth momentum, in turn moderating the aggressiveness of investment buyer underwriting.second quarter, slightly outpacing construction. As a result, retail vacancy rates remained flat for a third consecutive quarter at 4.6%, matching the bid-ask spreadrecord low set in 2018. Industrial space demand remained positive in the second quarter, but tapered relative to the first quarter in response to reduced retailer inventories and downshifted international trade. The robust pace of industrial space construction, on track to deliver a record 400 million square feet in 2023, resulted in an up-tick in industrial vacancy rates to 4.3%, up from the record low 3.6% rate achieved in the second quarter last year. Nonetheless, industrial rent growth remains elevated, achieving a 14.3% gain on a year-over-year basis.
Contrary to the positive momentum achieved by the other property types, office space demand has yet to stabilize. Hybrid and work-from-home business practices remain in place for most companies, but questions surrounding the long-term viability of these models remain. Some companies have reinvigorated their efforts to bring workers back to the office full time, while others appear content with more flexible practices. Thus far, no clear consensus has emerged, and long-term office space demand remains in question. The national average office vacancy rate continued to rise in the second quarter, reaching a 23 year record high of 17%. Suburban office space has outperformed the urban core while class B/C office space has a lower vacancy rate than class A office space. The broad-based uncertainty surrounding office space demand has been further complicated by dramatically tightened lending on office building assets, which has further restrained the limited office investor activity.
Although fundamentals for most property types remain positive, both lending and investor activity remain below the pre-pandemic norm. The expectation gap between buyers and sellers has widened, which in turn has begunremains wide, though it is beginning to slow commercial real estate transactions and weigh on investment activity. Financial market turbulence, economic crosscurrents and rising interest rates have the potential to create additional hurdles for investorsshow preliminary signs of stabilization. Space demand will likely be strongly influenced in the final quartersecond half of 20222023 by Federal Reserve rate movements, consumer and into 2023.business sentiment, and the prospects of a soft landing.
Capital Markets
Credit and liquidity issues in the financial markets have a direct impact on the flow of capital to the commercial real estate market. Real estate purchases are often financed with debt, and as a result, credit and liquidity impact transaction activity and prices. Movements of interest rates in one direction, whether increasing or decreasing, could adversely or positively affect the operations and income potential of commercial real estate properties, as well as lender and equity underwriting for real estate investments. These changes directly influence investor demand for commercial real estate investments. Furthermore, the use of debt or loan-to-value ratios can shift along with lender confidence and underwriting standards. At times of heightened uncertainty or liquidity issues, loan-to-values decline, requiring buyers to provide more equity and take more risk to close deals.
InThe capital markets remain at the heart of the commercial real estate transaction slowdown. The combination of sharply higher interest rates with tighter lender underwriting, reduced loan-to-value standards and a broad-based reduction in the volume of available debt capital have restrained market liquidity and forced investors to recalibrate their effortunderwriting. This exacerbated the buyer/seller expectation gap and restrained trading in the first half of 2023.
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The rapid withdrawal of savings from Silicon Valley Bank in March and then First Republic Bank in May forced the shutdown of both banks, causing other banks to battle inflation,shore up their reserves. To mitigate their risk exposure to runs on the Federal Reserve initiated its most aggressive interest rate increase cycle since 1980. Chairman Powell intensified the pressure in August, declaring “There will be pain.” He deliveredbank by depositors, banks have increased their reserves by 10% to $3.3 trillion. They accomplished this by reducing their lending, including their lending on that declaration followingcommercial real estate properties, and increasing their emphasis on deposits.
Following the Federal Reserve’s September meeting with a third 7525 basis points rate increase and forward-looking guidance suggesting there couldin July 2023, Chairman Powell indicated that future rate decisions will be 125 basis points of additional increases throughdata-driven. While this is not a clear signal that the Federal Reserve will stop increasing rates, Wall Street has assigned a 61% likelihood that the overnight rate at the end of the year. Such increases could takeyear will be in the current range of 5.25% - 5.5%. The 10-year treasury rate has recently been range-bound in the upper 3% to low 4% range, with each periodic fluctuation requiring repricing and causing transaction delays. Although many lenders continue to maintain lending rate floors that have sustained a widened lender spread and higher interest rates for borrowers, if the Federal Reserve Ratesignals rate stability at its September meeting, lenders may begin to tighten their spreads thereby reducing rates, if only nominally. While debt capital remains available for most property types, the underwriting remains stringent, with tightened loan-to-value percentages that have forced investors to underwrite acquisitions with higher cap rates. An increasing number of property owners have begun to seek updated property valuations and more owners have begun to test the sales market, suggesting that activity may begin to revive, despite fewer property owners bringing assets to the mid-4% range. Chairman Powell further stated that to bring inflation fully under control, unemployment will need to rise to 4.4% by year-end 2023 and the substantial stockpile of capitalmarket in the market would need to be reduced. This messaging byfirst half of the year.
The Federal Reserve’s rate decision in September could significantly impact the market. Should the Federal Reserve weighed on financial markets, pushed short-term interest rates higher and causedsignal at least a temporary end to their rate increases, lenders may begin to increaserein in their spreads, tightenthereby reducing mortgage rates. Investors may begin to underwrite assets more aggressively, potentially narrowing the buyer/seller expectation gap. However, if the Federal Reserve continues to signal an intention to raise rates further, many lenders and investors may sustain their underwriting standards, increase their debt-service coverage requirementsmore conservative practices. In addition, concerns regarding commercial property loan performance and reduce their loan-to-value thresholds. Together, this sequence of events has raisedpotential defaults have increased, particularly for office properties. Although overall systemic risk appears limited given healthy property fundamentals in most property types, these concerns add to a conservative stance among lenders in general. We believe record capital on the cost of capitalsidelines, eventual clarity on the factors outlined above and reduced lending liquidity, in turn hampering investors’ ability to purchase and sell commercial real estate assets. While well-financed buyers, particularly private investors, continue to close transactions, the rapid financial market changes are expected to weigh on activity as the investor community recalibratesan end to the new climate. Healthy real estate fundamentals, the sector's inflation-hedging aspects and competitive yields bode well for capital flows and trading activitytightening cycle should result in the long-term.a recovery in transaction volumes. The timing of such a recovery is difficult to predict.
Investor Sentiment and Investment Activity
We facilitate investors'investors buying, selling, and financing properties in order to generate commissions. Investors’ desires and need to engage in real estate transactions are dependent on many factors that are beyond our control. The economy, supply and demand for properly positioned properties, available credit and market events impact investor sentiment and, therefore, transaction velocity. In addition, our private clients, who make up the largest source of revenue, are often motivated to buy, sell and/or refinance properties due to personal circumstances, such as death, divorce, partnership breakups and estate planning.
AlthoughCommercial real estate sales activity remained constrained through the first half of 2023 as tightened lender underwriting, significantly higher interest rates, recession risk and broad-based market uncertainty weighed on investor decisions. We believe a significant volume of investment capital remains on the sidelines waiting for economic, interest rate, financial market and commercial real estate sales volume activity beganpricing clarity. Price adjustments are necessary to decrease in the third quarter, it remained quite strong from a historical perspective. It should be noted, however,recalibrate values to higher interest rates, but how long that the majority of the transactions that closed in the third
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quarter were likely placed under contract in the first or second quarter beforerecalibration process takes will substantially depend on the Federal Reserve began to place significantly increased pressure on the financial markets. Asrate policies. Once investors re-engage in the market, has shifted, investors have become more cautious, with some buyers choosing notit will likely take time to complete under contract acquisitionsnavigate the price discovery process and in some cases losing earnest money deposits. Transaction delays and cancellations demonstrate the rising caution in the marketplace. Different property types and markets have felt varying levels of impact. for sales activity to revive.
Office properties, particularly those in the urban core, face the greatest uncertainty while more inflation-resistant properties such as apartments, self-storage and hotels, particularlythe greatest challenges in growth markets, are better positionedacquiring debt financing. Apartment financing, underpinned by Fannie Mae and Freddie Mac, has generally been the most attainable, with typically lower interest rates than other property types. However, the rapid interest rate spike relative to sustain buyer interest. Salesthe sector's very low cap rates and the large apartment development pipeline together with the three quarters of “defensive”weakened apartment demand in 2022 has weighted on apartment sales. Defensive assets such as single-tenant net lease properties backed by high credithigh-credit tenants — and medical office assets continue to receive buyer interest, but sales of these types of properties have also remained active. Economic uncertainty, together withfallen as the rapidly changingflow of 1031 exchange capital markets have widenedcoming from other property types has diminished. Ultimately, the market velocity will be dictated by a combination of the economic outlook, Federal Reserve action, interest rates and the narrowing of the buyer/seller expectation gap, often slowinggap. If the transaction processFederal Reserve signals an end to their rate increases and restrainingthe economy avoids a significant recession, we believe commercial real estate sales activity. Nonetheless, we believeactivity should begin to move toward its historical norm in the significant volumelatter part of investor capital looking for less volatile investment opportunities than are offered by other types2023.
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Key Financial Measures and Indicators
RevenuesRevenue
Our revenues arerevenue is primarily generated from our real estate investment sales business. In addition to real estate brokerage commissions, we generate revenuesrevenue from financing fees and from other revenues,revenue, which are primarily comprised of consulting and advisory fees.
Because our business is transaction oriented, we rely on investment sales and financing professionals to continually develop leads, identify properties to sell and finance, market those properties and close the sale timely to generate a consistent flow of revenue. While our sales volume is impacted by seasonality factors, the timing of closings is also dependent on many market and personal factors unique to a particular client or transaction, particularly clients transacting in the $1-$10 million private client market segment. These factors can cause transactions to be accelerated or delayed beyond our control. Further, commission rates earned are generally inversely related to the value of the property sold. As a result of our expansion into the middle and larger transaction market segments, we have seen our overall commission rates fluctuate from period-to-period as a result of changes in the relative mix of the number and volume of investment sales transactions closed in the middle and larger transaction market segments as compared to the $1-$10 million private client market segment. These factors may result in period-to-period variations in our revenuesrevenue that differ from historical patterns.
A small percentage of our transactions include retainer fees and/or breakage fees. Retainer fees are credited against a success-based fee paid upon the closing of a transaction or a breakage fee. Transactions that are terminated before completion will sometimes generate breakage fees, which are usually calculated as a set amount or a percentage of the fee we would have received had the transaction closed.
Real Estate Brokerage Commissions
We earn real estate brokerage commissions by acting as a broker for commercial real estate owners seeking to sell or investors seeking to buy properties. RevenuesRevenue from real estate brokerage commissions areis recognized at the close of escrow.
Financing Fees
We earn financing fees by securing financing on purchase transactions or by securing refinancing of our clients’ existing mortgage debt. We recognize financing fee revenuesrevenue at the time the loan closes, and we have no remaining significant obligations in connection with the transaction.
To a lesser extent, we also earn fees on loan performance, equity advisory services, loan sales, loan guarantees and ancillary services associated with financing activities. We recognize guarantee fees over the term of the guarantee and other fees when we have no further obligations, generally upon the closing of a transaction. We previouslyDuring the six months ended June 30, 2022, we generated mortgage servicing fees through the provision of collection, remittance, recordkeeping, reporting and other related mortgage servicing functions, activities and services. We recognized mortgage servicing revenuesrevenue upon the acquisition of a servicing obligation.
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Other Revenue
Other Revenues
Other revenues includerevenue includes fees generated from consulting, advisory and other real estate services performed by our investment sales professionals, as well as referral fees from other real estate brokers. Revenuesprofessionals. Revenue from these services areis recognized as they are performed and completed.
Operating Expenses
Our operating expenses consist of cost of services, selling, general and administrative expenses and depreciation and amortization. The significant components of our expenses are further described below.
Cost of Services
The majority of our cost of services expense is variable commissions paid to our investment sales professionals and compensation-related costs related to our financing activities. Commission expenses are directly attributable to providing services to our clients for investment sales and financing services. Most of our investment sales and financing professionals are independent contractors and are paid commissions; however, because there are some who are initially paid a salary and certain of our financing professionals are employees, costs of services also include employee-related compensation, employer taxes and benefits for those employees. The commission rates we pay to our investment sales and financing
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professionals vary based on individual contracts negotiated and are generally higher for the more experienced professionals. Some of our most senior investment sales and financing professionals can also earn additional commissions after meeting certain annual financial thresholds. These additional commissions are recognized as cost of services in the period in which they are earned. Payment of a portion of these additional commissions are generally deferred for a period of one to three years, at our election, and paid at the beginning of the second, third or fourth calendar year. Cost of services also includes referral fees paid to other real estate brokers where we are the principal service provider. Cost of services, therefore, can vary based on the commission structure of the independent contractors that closed transactions in any particular period.
Selling, General and Administrative Expenses
The largest expense component within selling, general and administrative expenses is personnel expenses for our management team and sales and support staff. In addition, these costs include facilities costs (excluding depreciation and amortization), staff related expenses, sales, marketing, legal, telecommunication, network, data sources, transaction costs related to acquisitions, costs to acquire and retain talent, changes in fair value for contingent and deferred consideration and other administrative expenses. Also included in selling, general and administrative are expenses for stock-based compensation to non-employee directors, employees and independent contractors (i.e. investment sales and financing professionals) under the Amended and Restated 2013 Omnibus Equity Incentive Plan (“2013 Plan”) and the 2013 Employee Stock Purchase Plan (“ESPP”).
Depreciation and Amortization Expense
Depreciation expense consists of depreciation recorded on our computer software and hardware and furniture, fixture and equipment. Depreciation is provided over estimated useful lives ranging from three to seven years for assets. Amortization expense consists of (i) amortization recorded for the 2022 period on our mortgage servicing rights (“MSRs”) using the interest method over the period that servicing income is expected to be received and (ii) amortization recorded on intangible assets amortized on a straight-line basis using a useful life between one and seven years.
Other Income (Expense), Net
Other income (expense), net primarily consists of interest income, net gains or losses on our deferred compensation plan assets, realized gains and losses on our marketable debt securities, available-for-sale, foreign currency gains and losses and other non-operating income and expenses.
Interest Expense
Interest expense primarily consists of interest expense associated with the stock appreciation rights (“SARs”) liability, and our Credit Agreement.
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Provision (Benefit) for Income Taxes
We are subject to U.S. and Canadian federal taxes and individual state and local taxes based on the income generated in the jurisdictions in which we operate. Our effective tax rate fluctuates as a result of (i) changes in our annual effective tax rate applied to current pre-tax income (loss), (ii) the change in the mix of our activities in the jurisdictions in which we operate due to differing tax rates in those jurisdictions and (iii) the impact of permanent items, including compensation charges, qualified transportation fringe benefits, uncertain tax positions, meals and entertainment and tax-exempt deferred compensation plan assets. Our provision (benefit) for income taxes includes the windfall tax benefits and shortfall expenses, net, from shares issued in connection with our 2013 Plan and ESPP.
We record deferred taxes, net based on the tax rate expected to be in effect at the time those items are expected to be recognized for tax purposes.
Results of Operations
Following is a discussion of our results of operations for the three and ninesix months ended SeptemberJune 30, 20222023 and 2021.2022. The tables included in the period comparisons below provide summaries of our results of operations. The period-to-period comparisons of financial results are not necessarily indicative of future results.
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Key Operating Metrics
We regularly review a number of key metrics to evaluate our business, measure our performance, identify trends affecting our business, formulate financial projections and make strategic decisions. We also believe these metrics are relevant to investors’ and others’ assessment of our financial condition and results of operations. During the three months ended SeptemberJune 30, 20222023 and 2021,2022, we closed more than 3,0001,900 and 3,3003,600 investment sales, financing and other transactions, respectively, with total sales volume of approximately $22.6$9.7 billion and $20.8$26.4 billion, respectively. During the ninesix months ended SeptemberJune 30, 20222023 and 2021,2022, we closed more than 9,5003,700 and 8,9006,500 investment sales, financing and other transactions, respectively, with total sales volume of $69.9approximately $20.2 billion and $50.2$47.4 billion, respectively. Such key metrics for real estate brokerage and financing activities (excluding other transactions) are as follows:
Three Months Ended
September 30,
Nine Months Ended
September 30,
Real Estate Brokerage2022202120222021
Average Number of Investment Sales Professionals1,792 1,909 1,823 1,934 
Average Number of Transactions per Investment Sales Professional1.25 1.29 3.88 3.30 
Average Commission per Transaction$130,405 $122,052 $132,213 $112,246 
Average Commission Rate1.63 %1.82 %1.70 %1.84 %
Average Transaction Size (in thousands)$7,981 $6,721 $7,781 $6,108 
Total Number of Transactions2,246 2,456 7,068 6,374 
Total Sales Volume (in millions)$17,926 $16,507 $54,999 $38,931 

Three Months Ended
September 30,
Nine Months Ended
September 30,
Financing (1)
2022202120222021
Average Number of Financing Professionals87 86 86 86 
Average Number of Transactions per Financing Professional5.95 6.98 20.17 20.67 
Average Fee per Transaction$44,751 $42,319 $44,363 $36,126 
Average Fee Rate0.70 %0.77 %0.74 %0.82 %
Average Transaction Size (in thousands)$6,350 $5,503 $6,021 $4,390 
Total Number of Transactions518 600 1,735 1,778 
Total Financing Volume (in millions)$3,289 $3,302 $10,447 $7,806 
Three Months Ended
June 30,
Six Months Ended
June 30,
Real Estate Brokerage2023202220232022
Average Number of Investment Sales Professionals1,757 1,822 1,769 1,839 
Average Number of Transactions per Investment Sales Professional0.81 1.47 1.53 2.62 
Average Commission per Transaction$98,686 $132,099 $101,954 $133,056 
Average Commission Rate1.86 %1.79 %1.88 %1.73 %
Average Transaction Size (in thousands)$5,303 $7,399 $5,433 $7,688 
Total Number of Transactions1,422 2,685 2,701 4,822 
Total Sales Volume (in millions)$7,542 $19,868 $14,674 $37,073 
Three Months Ended
June 30,
Six Months Ended
June 30,
Financing (1)
2023202220232022
Average Number of Financing Professionals95 87 94 86 
Average Number of Transactions per Financing Professional2.99 8.01 5.99 14.15 
Average Fee per Transaction$52,166 $44,985 $49,382 $44,198 
Average Fee Rate0.90 %0.70 %0.82 %0.75 %
Average Transaction Size (in thousands)$5,786 $6,453 $5,986 $5,882 
Total Number of Transactions284 697 563 1,217 
Total Financing Volume (in millions)$1,643 $4,498 $3,370 $7,158 
(1)Operating metrics exclude certain financing fees not directly associated to transactions.
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Comparison of Three Months Ended SeptemberJune 30, 20222023 and 20212022
Below are key operating results for the three months ended SeptemberJune 30, 20222023 compared to the three months ended SeptemberJune 30, 20212022 (dollars in thousands):
Three Months Ended
September 30, 2022
Percentage
of
Revenue
Three Months Ended
September 30, 2021
Percentage
of
Revenue
ChangeThree Months Ended June 30, 2023Percentage
of
Revenue
Three Months Ended June 30, 2022Percentage
of
Revenue
Change
DollarPercentageDollarPercentage
Revenues:
Revenue:Revenue:
Real estate brokerage commissionsReal estate brokerage commissions$292,889 90.4 %$299,759 90.2 %$(6,870)-2.3 %(2.3)%Real estate brokerage commissions$140,330 86.2 %$354,685 89.6 %$(214,355)-60.4 %(60.4)%
Financing feesFinancing fees28,099 8.7 29,391 8.8 (1,292)-4.4 %(4.4)%Financing fees17,896 11.0 36,811 9.3 (18,915)-51.4 %(51.4)%
Other revenues2,852 0.9 3,233 1.0 (381)-11.8 %(11.8)%
Total revenues323,840 100 332,383 100 (8,543)-2.6 %(2.6)%
Other revenueOther revenue4,640 2.8 4,461 1.1 179 4.0 %4.0 %
Total revenueTotal revenue162,866 100 395,957 100 (233,091)-58.9 %(58.9)%
Operating expenses:Operating expenses:Operating expenses:
Cost of servicesCost of services217,360 67.1 219,194 65.9 (1,834)-0.8 %(0.8)%Cost of services101,163 62.1 256,042 64.7 (154,879)-60.5 %(60.5)%
Selling, general and administrativeSelling, general and administrative73,004 22.6 64,673 19.5 8,331 12.9 %12.9 %Selling, general and administrative68,910 42.3 79,841 20.2 (10,931)-13.7 %(13.7)%
Depreciation and amortizationDepreciation and amortization2,924 0.9 2,850 0.9 74 2.6 %2.6 %Depreciation and amortization3,468 2.1 3,332 0.8 136 4.1 %4.1 %
Total operating expensesTotal operating expenses293,288 90.6 286,717 86.3 6,571 2.3 %2.3 %Total operating expenses173,541 106.5 339,215 85.7 (165,674)-48.8 %(48.8)%
Operating income30,552 9.4 45,666 13.7 (15,114)-33.1 %(33.1)%
Other income, net978 0.3 323 0.1 655 202.8 %202.8 %
Operating (loss) incomeOperating (loss) income(10,675)(6.5)56,742 14.3 (67,417)-118.8 %(118.8)%
Other income (expense), netOther income (expense), net4,890 3.0 (461)(0.1)5,351 -1160.7 %(1)
Interest expenseInterest expense(229)0.0 (144)0.0 (85)59.0 %59.0 %Interest expense(216)(0.1)(158)0.0 (58)36.7 %36.7 %
Income before provision for income taxes31,301 9.7 45,845 13.8 (14,544)-31.7 %(31.7)%
(Loss) income before provision for income taxes(Loss) income before provision for income taxes(6,001)(3.7)56,123 14.2 (62,124)-110.7 %(110.7)%
Provision for income taxesProvision for income taxes9,939 3.1 11,921 3.6 (1,982)-16.6 %(16.6)%Provision for income taxes2,728 1.7 %13,955 3.5 (11,227)-80.5 %(80.5)%
Net income$21,362 6.6 %$33,924 10.2 %$(12,562)-37.0 %(37.0)%
Net (loss) incomeNet (loss) income$(8,729)(5.4)%$42,168 10.6 %$(50,897)-120.7 %(120.7)%
Adjusted EBITDA (1)(2)Adjusted EBITDA (1)(2)$36,633 11.3 %$50,985 15.3 %$(14,352)-28.1 %(28.1)%Adjusted EBITDA (1)(2)$(1,056)(0.6)%$62,909 15.9 %$(63,965)-101.7 %(101.7)%
(1)Percentage not meaningful.
(2)Adjusted EBITDA is not a measurement of our financial performance under U.S. generally accepted accounting principles (“U.S. GAAP”) and should not be considered as an alternative to net income, operating income or any other measures derived in accordance with U.S. GAAP. For a definition of Adjusted EBITDA and a reconciliation of Adjusted EBITDA to net income, see “Non-GAAP Financial Measure.”     
Revenue
Our total revenue was $162.9 million for the three months ended June 30, 2023 compared to $396.0 million for the same period in 2022, a decrease of $233.1 million, or 58.9%. Total revenue decreased as a result of decreases in real estate brokerage commissions and financing fees, as described below. See "Factors Affecting Our Business" section for additional market information.

Real estate brokerage commissions. Revenue from real estate brokerage commissions decreased to $140.3 million for the three months ended June 30, 2023 from $354.7 million for the same period in 2022, a decrease of $214.4 million, or 60.4%. The number of transactions decreased by 47.0% and the average commission per transaction decreased 25.3%, which drove a decrease of revenue of 54.1% in the Private Client Market and a decrease of 71.5% in the combined Middle Market and Larger Transaction Market. The average commission rate increased by seven basis points in the second quarter of 2023 compared to the same quarter in 2022 as a result of a shift in the proportion of transactions to the Private Client Market from the Middle Market and Larger Transaction Market as Private Client Market transactions typically earn higher commission rates.
Financing fees. Revenue from financing fees decreased to $17.9 million for the three months ended June 30, 2023 from $36.8 million for the same period in 2022, a decrease of $18.9 million, or 51.4%, resulting primarily from a 59.3% decrease in the number of financing transactions, partially offset by a 16.0% increase in the average fee per transaction. The average fee rate increased by 20 basis points primarily due to a decrease in the average transaction size of 10.3% as a result of a decrease in the percentage of larger size financing transactions, which typically earn lower commission rates.
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Other revenue. Other revenue increased to $4.6 million for the three months ended June 30, 2023 from $4.5 million for the same period in 2022, an increase of $0.2 million, or 4.0%. The increase was primarily driven by increases in consulting and advisory services during the three months ended June 30, 2023, compared to the same period in 2022.
Total Operating Expenses
Our total operating expenses were $173.5 million for the three months ended June 30, 2023 compared to $339.2 million for the same period in 2022, a decrease of $165.7 million, or 48.8%. Cost of services decreased by $154.9 million and selling, general, and administrative expenses decreased by $10.9 million, as described below. Cost of services are variable commissions paid to our investment sales professionals and compensation-related costs in connection with our financing activities.
Cost of services. Cost of services decreased to $101.2 million for the three months ended June 30, 2023 from $256.0 million for the same period in 2022, a decrease of $154.9 million, or 60.5%. The decrease was primarily due to decreased commission expenses driven by the related decreased revenue noted above. Cost of services as a percentage of total revenue decreased by 260 basis points to 62.1% compared to the same period in 2022.
Selling, general, and administrative expense. Selling, general and administrative expense for the second quarter of 2023 decreased to $68.9 million, from $79.8 million compared to the same period in the prior year, a decrease of $10.9 million or 13.7%. The change was primarily due to a reduction in compensation related costs, specifically performance-based bonuses for the second quarter of 2023, partially offset by an increase in business development, marketing, and other support costs related to the long-term retention of our sales and financing professionals.
Depreciation and amortization expense. Depreciation and amortization expense increased by an immaterial amount for the three months ended June 30, 2023 compared to the same period in the prior year.
Other Income (Expense), Net
Other income (expense), net increased to income of $4.9 million for the three months ended June 30, 2023 from an expense of $0.5 million for the same period in 2022. The increase of $5.4 million was primarily driven by an increase of $3.2 million in income from investments and a favorable change of $1.7 million in the value of our deferred compensation plan assets that are held in a rabbi trust.
Interest Expense
Interest expense increased by an immaterial amount for the three months ended June 30, 2023 compared to the same period in 2022, and primarily relates to interest expense on the Company’s SARs liability.
Provision for Income Taxes
The provision for income taxes was $2.7 million for the three months ended June 30, 2023, compared to $14.0 million for the same period in 2022. The effective income tax rate for the three months ended June 30, 2023, was (45.5)% compared to 24.9% for the same period in 2022. The tax provision for the three months ended June 30, 2023 is affected by non-deductible permanent items and changes in estimates to reflect income taxes through June 30, 2023 at the estimated annual effective tax rate. This resulted in recording a tax provision versus a tax benefit despite the loss before income taxes for the three months ended June 30, 2023.
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Comparison of Six Months Ended June 30, 2023 and 2022
Below are key operating results for the six months ended June 30, 2023 compared to the six months ended June 30, 2022 (dollars in thousands):

Six Months Ended June 30, 2023Percentage
of
Revenue
Six Months Ended June 30, 2022Percentage
of
Revenue
Change
DollarPercentage
Revenue:
Real estate brokerage commissions$275,376 86.7 %$641,594 89.7 %$(366,218)-57.1 %(57.1)%
Financing fees33,764 10.6 63,264 8.8 (29,500)-46.6 %(46.6)%
Other revenue8,518 2.7 10,563 1.5 (2,045)-19.4 %(19.4)%
Total revenue317,658 100 715,421 100 (397,763)-55.6 %(55.6)%
Operating expenses:
Cost of services196,590 61.9 452,810 63.3 (256,220)-56.6 %(56.6)%
Selling, general and administrative141,129 44.4 154,376 21.6 (13,247)-8.6 %(8.6)%
Depreciation and amortization6,675 2.1 7,243 1.0 (568)-7.8 %(7.8)%
Total operating expenses344,394 108.4 614,429 85.9 (270,035)-43.9 %(43.9)%
Operating (loss) income(26,736)(8.4)100,992 14.1 (127,728)-126.5 %(126.5)%
Other income (expense), net9,700 3.0 (11)0.0 9,711 -88281.8 %(1)
Interest expense(431)(0.1)(318)0.0 (113)35.5 %35.5 %
(Loss) income before (benefit) provision for income taxes(17,467)(5.5)100,663 14.1 (118,130)-117.4 %(117.4)%
(Benefit) provision for income taxes(2,905)(0.9)25,712 3.6 (28,617)-111.3 %(111.3)%
Net (loss) income$(14,562)(4.6)%$74,951 10.5 %$(89,513)-119.4 %(119.4)%
Adjusted EBITDA (2)
$(8,479)(2.7)%$114,761 16.0 %$(123,240)-107.4 %(107.4)%
(1)Percentage not meaningful.
(2)Adjusted EBITDA is not a measurement of our financial performance under U.S. generally accepted accounting principles (“U.S. GAAP”) and should not be considered as an alternative to net income, operating income or any other measures derived in accordance with U.S. GAAP. For a definition of Adjusted EBITDA and a reconciliation of Adjusted EBITDA to net income, see “Non-GAAP Financial Measure.”
RevenuesRevenue
Our total revenues were $323.8revenue was $317.7 million for the threesix months ended SeptemberJune 30, 20222023 compared to $332.4$715.4 million for the same period in 2021,2022, a decrease of $8.5$397.8 million, or 2.6%55.6%. Total revenuesrevenue decreased as a result of decreases in real estate brokerage commissions, financing fees and other revenues,revenue, as described below. See "Factors Affecting Our Business" section for additional market information.

Real estate brokerage commissions. RevenuesRevenue from real estate brokerage commissions decreased to $292.9$275.4 million for the threesix months ended SeptemberJune 30, 20222023 from $299.8$641.6 million for the same period in 2021,2022, a decrease of $6.9$366.2 million, or 2.3%57.1%. While theThe number of transactions decreased by 8.6%44.0% and the average commission per transaction decreased 23.4%, which drove a decrease of revenue of 49.7% in the sales volume increased by 8.6%, driven by revenue fromPrivate Client Market and a decrease of 69.4% in the combined Middle Market and Larger Transaction Market, which increased 9.9%, representing 41.0% of the brokerage revenue in the third quarter of 2022 compared to 36.5% in the third quarter of 2021. As larger transactions typically earn lower commission rates, theMarket. The average commission rate has decreasedincreased by 1915 basis points in the thirdsecond quarter of 20222023 compared to the same quarter in 2021, which was2022, as a result of a shift in the main driver forproportion of transactions to the overall decrease in revenue.Private Client Market from the Middle Market and Larger Transaction Market as Private Client Market transactions typically earn higher commission rates.
Financing fees. RevenuesRevenue from financing fees decreased to $28.1$33.8 million for the threesix months ended SeptemberJune 30, 20222023 from $29.4$63.3 million for the same period in 2021,2022, a decrease of $1.3$29.5 million, or 4.4%46.6%, resulting primarily from a 13.7%53.7% decrease in the number of financing transactions, partially offset by a 5.7%an 11.7% increase in the average fee per transaction. The average fee rate declinedincreased by 7seven basis points due to an increase in the average transaction size of 15.4% as a result of an increase in the number of largersmaller size financing transactions, which typically earn lowerhigher commission rates.
Other revenues. Other revenues decreased to $2.9 million for the three months ended September 30, 2022 from $3.2 million for the same period in 2021, a decrease of $0.4 million, or 11.8%. The decrease was primarily driven by decreases
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Other revenue. Other revenue decreased to $8.5 million for the six months ended June 30, 2023 from $10.6 million for the same period in 2022, a decrease of $2.0 million, or 19.4%. The decrease was primarily driven by decreases in consulting and advisory services during the threesix months ended SeptemberJune 30, 2022,2023, compared to the same period in 2021.2022.
Total Operating Expenses
Our total operating expenses were $293.3$344.4 million for the threesix months ended SeptemberJune 30, 20222023 compared to $286.7$614.4 million for the same period in 2021, an increase2022, a decrease of $6.6$270.0 million, or 2.3%43.9%. The increase was due to increases inCost of services decreased by $256.2 million and selling, general, and administrative expenses partially offsetdecreased by decreases in cost of services,$13.2 million, as described below. Cost of services are variable commissions paid to our investment sales professionals and compensation-related costs in connection with our financing activities.
Cost of services. Cost of services decreased to $217.4$196.6 million for the threesix months ended SeptemberJune 30, 20222023 from $219.2$452.8 million for the same period in 2021,2022, a decrease of $1.8$256.2 million, or 0.8%56.6%. The decrease was primarily due to decreased commission expenses driven by the related decreased revenuesrevenue noted above. Cost of services as a percentage of total revenues increasedrevenue decreased by 140 basis points to 67.1%61.9% compared to 65.9% for the same period in 2021 primarily due to our senior investment sales and financing professionals who earn additional commissions after meeting certain annual financial thresholds, reaching their thresholds earlier due to the increase in sales volume.2022.
Selling, general, and administrative expense. Selling, general and administrative expense for the third quarter of 2022 increasedsix months ended June 30, 2023 decreased to $73.0$141.1 million, from $64.7$154.4 million compared to the same period in the prior year, an increasea decrease of $8.3$13.2 million or 12.9%8.6%. The change was primarily due to increasesa reduction in (i) compensation related costs; (ii)compensation-related costs, specifically performance-based bonuses for the first half of 2023, partially offset by an increase in business development, marketing, and other support and expensing of capital related to the long-term retention of our sales and financing professionals; and (iii) return to in-person agent and client business events, conferences, and meetings.professionals.
Depreciation and amortization expense. Depreciation and amortization expense was $2.9 milliondecreased by an immaterial amount for both the threesix months ended SeptemberJune 30, 2022 and 2021.2023 compared to the same period in the prior year.
Other Income (Expense), Net
Other income (expense), net increased to $1.0$9.7 million for the threesix months ended SeptemberJune 30, 20222023 from $0.3$0.0 million for the same period in 2021.2022. The increase of $0.7$9.7 million was primarily driven by an increase of $1.9$6.7 million in income from investments partially offset by an increase in foreign exchange loss of $0.9 million and an unfavorablea favorable change of $0.3$2.7 million in the value of our deferred compensation plan assets that are held in a rabbi trust.
Interest Expense
Interest expense increased by an immaterial amount for the three months ended SeptemberJune 30, 20222023 compared to the same period in 2021,2022, and primarily relates to interest expense on the Company’s SARs liability.
(Benefit) Provision for Income Taxes
The benefit for income taxes was $2.9 million for the six months ended June 30, 2023, compared to a provision for income taxes was $9.9 million for the three months ended September 30, 2022, compared to $11.9of $25.7 million for the same period in 2021, a decrease of $2.0 million.2022. The effective income tax rate for the threesix months ended SeptemberJune 30, 2022,2023 was 31.7%16.6% compared to 26.0%25.5% for the same period in 2021.2022. The effective income tax rate increaseddecreased primarily due to an increase in the valuation allowance with respect to our Canadian operations.
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Comparison of Nine Months Ended September 30, 2022 and 2021
Below are key operating results for the nine months ended September 30, 2022 compared to the nine months ended September 30, 2021 (dollars in thousands):
Nine Months Ended
September 30, 2022
Percentage
of
Revenue
Nine Months Ended
September 30, 2021
Percentage
of
Revenue
Change
DollarPercentage
Revenues:
Real estate brokerage commissions$934,483 89.9 %$715,458 89.3 %$219,025 30.6 %
Financing fees91,3638.8 75,4489.4 15,915 21.1 %
Other revenues13,4151.3 10,4001.3 3,015 29.0 %
Total revenues1,039,261100.0 801,306100.0 237,955 29.7 %
Operating expenses:
Cost of services670,17064.5 506,88263.3 163,288 32.2 %
Selling, general and administrative227,38021.9 178,14722.2 49,233 27.6 %
Depreciation and amortization10,1670.9 8,8061.1 1,361 15.5 %
Total operating expenses907,71787.3 693,83586.6 213,882 30.8 %
Operating income131,54412.7 107,47113.4 24,073 22.4 %
Other income, net9670.1 2,7370.3 (1,770)(64.7)%
Interest expense(547)(0.1)(436)(0.1)(111)25.5 %
Income before provision for income taxes131,96412.7 109,77213.6 22,192 20.2 %
Provision for income taxes35,6513.4 29,3043.7 6,34721.7 %
Net income$96,313 9.3 %$80,468 9.9 %$15,845 19.7 %
Adjusted EBITDA$151,394 14.6 %$124,790 15.6 %$26,604 21.3 %
Revenues
Our total revenues were $1.0 billion for the nine months ended September 30, 2022 compared to $801.3 million for the same period in 2021, an increase of $238.0 million, or 29.7%. Total revenues increased as a result of increases in real estate brokerage commissions, financing fees and other revenues, as described below.
Real estate brokerage commissions. Revenues from real estate brokerage commissions increased to $934.5 million for the nine months ended September 30, 2022 from $715.5 million for the same period in 2021, an increase of $219.0 million, or 30.6%. The increase was primarily driven by a 41.3% increase in overall sales volume generated by a 10.9% increase in the number of investment sales transactions and a 27.4% increase in average transaction size. The revenue from the combined Middle Market and Larger Transaction Market increased 52.7% for the nine months ended September 30, 2022 as compared to the same period last year and represented 40.5% of the brokerage revenue for the nine months ended September 30, 2022, versus 34.6% of the brokerage revenue for the nine months ended September 30, 2021. The average commission rates in the nine months ended September 30, 2022 decreased by 14 basis points compared to the same period last year, primarily as a result of the increase in the number of larger transactions, which typically earn lower commission rates.
Financing fees. Revenues from financing fees increased to $91.4 million for the nine months ended September 30, 2022 from $75.4 million for the same period in 2021, an increase of $15.9 million, or 21.1%, resulting primarily from a 37.1% increase in average transaction size and a 33.8% increase in total financing volume, partially offset by a 2.4% decrease in the number of financing transactions. The average fee rate declined by 8 basis points as larger transactions typically earn lower commission rates.
Other revenues. Other revenues increased to $13.4 million for the nine months ended September 30, 2022 from $10.4 million for the same period in 2021, an increase of $3.0 million, or 29.0%. The increase was primarily driven by increases in consulting and advisory services during the nine months ended September 30, 2022, compared to the same period in 2021.
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Total Operating Expenses
Our total operating expenses were $907.7 million for the nine months ended September 30, 2022 compared to $693.8 million for the same period in 2021, an increase of $213.9 million, or 30.8%. The increase was due to increases in cost of services, which are variable commissions paid to our investment sales professionals and compensation-related costs in connection with our financing activities, selling, general and administrative costs and depreciation and amortization expense, as described below.
Cost of services. Cost of services increased to $670.2 million for the nine months ended September 30, 2022 from $506.9 million for the same period in 2021, an increase of $163.3 million, or 32.2%. The increase was primarily due to increased commission expenses driven by the related increased revenues noted above. Cost of services as a percentage of total revenues increased to 64.5% compared to 63.3% for the same period in 2021 primarily due to our senior investment sales and financing professionals who earn additional commissions after meeting certain annual financial thresholds, reaching their thresholds earlier due to the increase in sales volume.
Selling, general, and administrative expense. Selling, general and administrative expense for nine months ended September 30, 2022 increased to $227.4 million from $178.1 million compared to the same period in 2021, an increase of $49.2 million, or 27.6%. The change was primarily due to increases in (i) compensation related costs; (ii) business development, marketing and other support related to the long-term retention of our sales and financing professionals; and (iii) return to in-person agent and client business events, conferences, and meetings.
Depreciation and amortization expense. Depreciation and amortization expense increased to $10.2 million for the nine months ended September 30, 2022 from $8.8 million for the same period in 2021, an increase of $1.4 million, or 15.5%, principally related to additional amortization of intangible assets related to recent acquisitions and additional amortization of mortgage servicing rights due to the cancellation notices received on certain servicing contracts.
Other Income, Net
Other income, net decreased to $1.0 million for the nine months ended September 30, 2022 from $2.7 million for the same period in 2021. The decrease of $1.7 million was primarily driven by an increase in foreign exchange loss of $1.6 million, an unfavorable change of $3.1 million in the value of our deferred compensation plan assets that are held in a rabbi trust, partially offset by an increase of $2.5 million of income from investments and $0.4 million in sublease income.
Interest Expense
Interest expense increased by an immaterial amount for the nine months ended September 30, 2022 compared to the same period in 2021, and primarily relates to interest expense on the Company’s SARs liability.
Provision for Income Taxes
The provision for income taxes was $35.7 million for the nine months ended September 30, 2022, compared to $29.3 million for the same period in 2021, an increase of $6.3 million. The effective income tax rate for the nine months ended September 30, 2022, was 27.0% compared to 26.7% for the same period in 2021. The effective income tax rate increased primarily due to the change in the relationship of permanent nondeductible items to projected pre-tax income before provision for income taxes and an increase in the valuation allowance with respect to our Canadian operations. These increases were partially offset by the windfall tax benefits, net related to the settlement of stock-based awards.full year.
Non-GAAP Financial Measure
In this quarterly report on Form 10-Q, we include a non-GAAP financial measure, adjusted earnings before interest income/expense, taxes, depreciation and amortization, stock-based compensation and other non-cash items, or Adjusted EBITDA. We define Adjusted EBITDA as net (loss) income before (i) interest income and other, including net realized gains (losses) on marketable debt securities, available-for-sale and cash, and cash equivalents, and restricted cash, (ii) interest expense, (iii) provision (benefit) for income taxes, (iv) depreciation and amortization, and (v) stock-based compensation, and (vi) non-cash Mortgage Servicing Rights (“MSR”) activity.compensation. We use Adjusted EBITDA in our business operations to evaluate the performance of our business, develop budgets and measure our performance against those budgets, among other things. We also believe that analysts and investors use Adjusted EBITDA as a supplemental measure to evaluate our overall operating performance. However, Adjusted EBITDA has material limitations as a supplemental metric and should not be considered in isolation, or as a substitute for analysis of our results as reported under U.S. GAAP. We find Adjusted EBITDA to be a useful
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management metric to assist in evaluating performance, because Adjusted EBITDA eliminates items related to capital structure, taxes and non-cash items.
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In light of the foregoing limitations, we do not rely solely on Adjusted EBITDA as a performance measure and also consider our U.S. GAAP results. Adjusted EBITDA is not a measurement of our financial performance under U.S. GAAP and should not be considered as an alternative to net income, operating income or any other measures calculated in accordance with U.S. GAAP. Because Adjusted EBITDA is not calculated in the same manner by all companies, it may not be comparable to other similarly titled measures used by other companies. A reconciliation of the most directly comparable U.S. GAAP financial measure, net income, to Adjusted EBITDA is as follows (in thousands):
Three Months Ended
September 30,
Nine Months Ended
September 30,
Three Months Ended
June 30,
Six Months Ended
June 30,
20222021202220212023202220232022
Net income$21,362 $33,924 $96,313 $80,468 
Net (loss) incomeNet (loss) income$(8,729)$42,168 $(14,562)$74,951 
Adjustments:Adjustments:Adjustments:
Interest income and other (1)
Interest income and other (1)
(2,365)(503)(3,959)(1,470)
Interest income and other (1)
(4,090)(979)(8,480)(1,594)
Interest expenseInterest expense229 144 547 436 Interest expense216 158 431 318 
Provision for income taxes9,939 11,921 35,651 29,304 
Provision (benefit) for income taxesProvision (benefit) for income taxes2,728 13,955 (2,905)25,712 
Depreciation and amortizationDepreciation and amortization2,924 2,850 10,167 8,806 Depreciation and amortization3,468 3,332 6,675 7,243 
Stock-based compensationStock-based compensation4,544 2,703 12,675 7,653 Stock-based compensation5,351 4,275 10,362 8,131 
Non-cash MSR activity (2)
— (54)— (407)
Adjusted EBITDAAdjusted EBITDA$36,633 $50,985 $151,394 $124,790 Adjusted EBITDA$(1,056)$62,909 $(8,479)$114,761 
(1)Other includes net realized gains (losses) on marketable debt securities available-for-sale.
(2)Non-cash MSR activity includes the assumption of servicing obligations.
Liquidity and Capital Resources
Our primary sources of liquidity are cash, and cash equivalents, and restricted cash, cash flows from operations, marketable debt securities, available-for-sale and, if necessary, borrowings under our Credit Agreement. In order to enhance yield to us, we have invested a portion of our cash in money market funds and fixed and variable income debt securities, in accordance with our investment policy approved by the boardBoard of directors.Directors. Certain of our investments in money market funds may not maintain a stable net asset value and may impose fees on redemptions and/or gating fees. To date, the Company has not experienced any restrictions or gating fees on its ability to redeem funds from money market funds. Although we have historically funded our operations through operating cash flows, there can be no assurance that we can continue to meet our cash requirements entirely through our operations, cash, and cash equivalents, and restricted cash, proceeds from the sale of marketable debt securities, available-for-sale or availability under our Credit Agreement.
Cash Flows
Our total cash, and cash equivalents, and restricted cash balance decreased by $111.3$64.7 million to $270.9$171.2 million at SeptemberJune 30, 2022,2023, compared to $382.1$235.9 million at December 31, 2021.2022. The following table sets forth our summary cash flows for the ninesix months ended SeptemberJune 30, 20222023 and 20212022 (in thousands):
 Nine Months Ended
September 30,
 20222021
Net cash flows (used in) provided by operating activities$(11,775)$99,593 
Net cash flows used in investing activities(31,291)(55,782)
Net cash flows used in financing activities(67,774)(6,081)
Effect of currency exchange rate changes on cash and cash equivalents(436)125 
Net (decrease) increase in cash and cash equivalents(111,276)37,855 
Cash and cash equivalents at beginning of period382,140 243,152 
Cash and cash equivalents at end of period$270,864 $281,007 
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 Six Months Ended
June 30,
 20232022
Net cash flows used in operating activities$(94,775)$(51,840)
Net cash flows provided by (used in) investing activities82,373 (56,575)
Net cash flows used in financing activities(52,372)(61,899)
Effect of currency exchange rate changes on cash, cash equivalents, and restricted cash121 (175)
Net decrease in cash, cash equivalents, and restricted cash(64,653)(170,489)
Cash, cash equivalents, and restricted cash at beginning of period235,873 382,140 
Cash, cash equivalents, and restricted cash at end of period$171,220 $211,651 
Operating Activities
Cash flows used in operating activities were $11.8$94.8 million for the ninesix months ended SeptemberJune 30, 20222023 compared to cash flows provided by operating activities of $99.6$51.8 million for the same period in 2021.2022. The $111.4$42.9 million decreaseincrease in cash flows fromused in operating activities for the ninesix months
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ended SeptemberJune 30, 20222023 compared to the same period in 20212022 was primarily due to increaseddecreased operating expenses as discussed above, an increase in advances and loans to our investment sales and financing professionals, a higher amount of bonuses and deferred compensation and commissions paid in the first quarter of 2022, and increased payments of income taxes. These increases were partially offset by increased revenues as discussed above. The cash flows from operating activities are also affected by the timing of certain cash receipts and payments.
Investing Activities
Cash flows used inprovided by investing activities were $31.3$82.4 million for the ninesix months ended SeptemberJune 30, 20222023 compared to cash flows used in investing activities of $55.8$56.6 million for the same period in 2021.2022. The $24.5$138.9 million decreaseincrease in cash used inprovided by investing activities for the ninesix months ended SeptemberJune 30, 20222023 compared to the same period in 20212022 was primarily due to a net decreaseincrease of $41.8$127.0 million in net cash used to purchaseproceeds from sales and maturities of securities in 20222023 compared to the same period in 2021, partially offset by $12.5 million paid in 2022, foras well as the 2022 acquisition of a business and an increase of $4.3for $12.5 million, with no corresponding outflow in purchases of property and equipment in 2022 over the same period in 2021.current period.
Financing Activities
Cash flows used in financing activities were $67.8$52.4 million for the ninesix months ended SeptemberJune 30, 20222023 compared to $6.1$61.9 million for the same period in 2021.2022. The $61.7decrease of $9.5 million additionalin cash flowflows used in financing activities for the ninesix months ended SeptemberJune 30, 20222023 compared to the same period in 20212022 was primarily due to the paymenta decrease of $50.2$4.1 million of dividends and $5.7 million in stock repurchases in 2022, which did not occur in 2021, and an increase of $4.9 million of taxes paid related to net share settlement of stock-based awards.awards, along with a decrease of $39.8 million in dividends paid, partially offset by $34.9 million in stock repurchases in 2023, which did not occur in the 2022 period.
Liquidity
We believe that our existing balances of cash, and cash equivalents, and restricted cash, cash flows expected to be generated from our operations, and proceeds from the sale of marketable debt securities, available-for-sale and borrowings available under the Credit Agreement (defined below) will be sufficient to satisfy our operating requirements for at least the next 12 months. If we need to raise additional capital through public or private debt or equity financings, strategic relationships or other arrangements, this capital might not be available to us in a timely manner, on acceptable terms, or at all. Our failure to raise sufficient capital when needed could prevent us from funding acquisitions or otherwise financing our growth or operations. As of SeptemberJune 30, 2022,2023, cash, and cash equivalents, and restricted cash and marketable debt securities, available-for-sale, aggregated $572.0$406.8 million, and we had $59.5 million of borrowing capacity under our Credit Agreement.Agreement (defined below).
Credit Agreement
We have a Credit Agreement with Wells Fargo Bank, National Association for a $60.0 million principal amount senior secured revolving credit facility that is guaranteed by all of our domestic subsidiaries and matures on June 1, 2025 (the “Credit Agreement”). The Company is monitoring covenant compliance on a regular basis to ensure continued compliance with the Credit Agreement. Our ability to borrow under our Credit Agreement is limited by our ability to comply with its covenants or obtain necessary waivers. See Note 12 – “Commitments and Contingencies” of our Notes to Condensed Consolidated Financial Statements for additional information on the Credit Agreement.
Off Balance Sheet Arrangements
The Company, in connection with the Strategic Alliance with M&T Realty Capital Corporation (“MTRCC”), has agreed to provide loan opportunities that may be funded through MTRCC’s agreement with Fannie Mae which requires MTRCC to guarantee a portion of each funded loan. On a loan-by-loan basis, the Company, at its option, can assume a portion of MTRCC’s guarantee obligation to Fannie Mae of loan opportunities presented to and closed by MTRCC. As of SeptemberJune 30, 2022,2023, the Company has agreed to a maximum aggregate guarantee obligation of $54.1$114.7 million relating to loans with an unpaid balance of $324.9$688.1 million. The maximum guarantee obligation is not representative of the actual loss we would incur. The Company would be liable for this amount only if all of the loans for which it is providing a guarantee to MTRCC were to default and all of the collateral underlying these loans was determined to be without value at the time of settlement. The Company records a loan-loss obligation and is required to provide cash collateral to MTRCC for this obligation.
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Material Cash Requirements
There have been no material changes in our commitments under contractual obligations, as disclosed in our Annual Report on Form 10-K for the year ended December 31, 20212022 through the date the condensed consolidated financial
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statements were issued, other than for the payment of dividends declared by our board of directors in the first quarter of 2022, aggregating $52.1 million, and a semi-annual regular dividend of $0.25 per share on outstanding common stock declared by our Board of Directors on August 2, 2022, aggregating $10.5 million.1, 2023, payable on October 6, 2023.
Inflation
Our commissions and other variable costs related to revenue are primarily affected by real estate market supply and demand, which may be affected by uncertain or changing economic and market conditions, including inflation/deflation arising in connection with and in response to various macroeconomic factors including the effectsand impact of the COVID-19 pandemicrising interest rates on the broader economy.
The Federal Reserve’s effortsannual inflation rate in the U.S. increased to combat9.1% in June 2022, the highest annual inflation through monetary policy including ramping-up quantitative tightening and by raisingrate since November 1981, but has since decreased to 3.0% in June 2023. In response to elevated inflation levels, the Federal Funds RateReserve has escalated. Whileincreased the federal funds rate by 525 basis points through July 26, 2023. In the wake of several bank failures and continued concerns in the banking system, the Federal Reserve has sustained their tapered rate increases, fueling speculation that they may soon pause their upward pressure on the overnight rate. As a byproduct of the rapid increases in interest rates since March 2022, lenders have tightened their underwriting standards and raised rates substantively, adversely impacting commercial real estate investments are generally consideredtransactions. Although inflation is still elevated and well above the Federal Reserve’s target rate, it appears to be relativelyon a downward trend. Services and wage inflation, resistant, the upward pressure onhowever have yet to deliver a measurable downturn. Both of these types of inflation affect commercial real estate operators, increasing their operating costs. Sustained elevated interest rates has the potentialand inflation would be expected to affect investor activity and therefore transactional activity from which we generate revenues. Investor activity could dependhave a negative impact on the magnitude of changes in interest rates relative to the elevated level of capital liquidity targetingclient demand for commercial real estate. The actual economic impact from inflation on our business remains unknown at this time.
Critical Accounting Policies; Use of Estimates
We prepare our financial statements in accordance with U.S. GAAP. In applying many of these accounting principles, we make assumptions, estimates and/or judgments that affect the reported amounts of assets, liabilities, revenues and expenses in our condensed consolidated financial statements. We base our estimates and judgments on historical experience and other assumptions that we believe are reasonable under the circumstances. These assumptions, estimates and/or judgments, however, are often subjective and our actual results may change based on changing circumstances or changes in our analyses. If actual amounts are ultimately different from our estimates, the revisions are included in our results of operations for the period in which the actual amounts become known. There were no significant changes in our critical accounting policies, as disclosed in our Annual Report on Form 10-K for the year ended December 31, 2021.2022.
Recent Accounting Pronouncements
For information regarding recent accounting pronouncements, see Note 1 – “Description of Business, Basis of Presentation and Recent Accounting Pronouncements” of our Notes to Condensed Consolidated Financial Statements. Although we do not believe any of the other accounting pronouncements listed in that note will have a significant impact on our business, we are still in the process of determining the impact the new pronouncements may have on our condensed consolidated financial statements.
Item 3. Quantitative and Qualitative Disclosures About Market Risk
We maintain a portfolio of investments in a variety of fixed and variable debt rate securities, including U.S. Treasuries, U.S. government sponsored entities, corporate debt, asset-backed securities and other.others. As of SeptemberJune 30, 2022,2023, the fair value of investments in marketable debt securities, available-for-sale was $301.1$235.6 million. The primary objective of our investment activity is to maintain the safety of principal and to provide for future liquidity requirements while maximizing yields without significantly increasing risk. While some investments may be securities of companies in foreign countries, all investments are denominated and payable in U.S. Dollars. We do not enter into investments for trading or speculative purposes. While our intent is not to sell these investment securities prior to their stated maturities, we may choose to sell any of the securities for strategic reasons including, but not limited to, anticipated capital requirements, anticipation of credit deterioration, duration management and because a security no longer meets the criteria of our investment policy. We do not use derivatives or similar instruments to manage our interest rate risk. We seek to invest in high quality investments. The weighted average rating (exclusive of cash, cash equivalents, and cash equivalents)restricted cash) was AA as of SeptemberJune 30, 2022.2023. Maturities are maintained consistent with our short-, medium- and long-term liquidity objectives.
Currently, our portfolio of investments predominantly consists of fixed interest rate debt securities; however, a portion of our investment portfolio may consist of variable interest rate debt securities. Our investments in fixed interest rate debt securities are subject to various market risks. Changes in prevailing interest rates may adversely or positively
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impact their fair market value should interest rates generally rise or fall. Accordingly, we also may have interest rate risk with variable interest rate debt securities as the income produced may decrease if interest rates fall. Contraction in market liquidity may adversely affect the value of portions of our portfolio and affect our ability to sell securities in the time frames required and at acceptable prices. Uncertainty in future market conditions may raise market participant’s expectations of returns, thus impacting the value of securities in our portfolio as well. The following table sets forth the
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impact on the fair value of our investments as of SeptemberJune 30, 20222023 from changes in interest rates based on the weighted average duration of the debt securities in our portfolio (in thousands):
Change in Interest RatesApproximate Change in
Fair Value of Investments
Increase (Decrease)
2% Decrease …..................$5,5764,424 
1% Decrease …..................$2,7882,212 
1% Increase …..................$(2,787)(2,211)
2% Increase …..................$(5,572)(4,422)
Due to the nature of our business and the manner in which we conduct our operations, we believe we do not face any material interest rate risk with respect to other assets and liabilities, equity price risk or other market risks. The functional currency of our Canadian operations is the Canadian dollar. We are exposed to foreign currency exchange rate risk for the settlement of transactions of the Canadian operations as well as unrealized translation adjustments. Historically foreign exchange rate risk has not been material. However, due to the strengthening of the US dollar against the Canadian dollar, we recognized a $1.3 million unrealized foreign exchange loss in the third quarter of 2022.
Item 4. Controls and Procedures
Evaluation of Disclosure Controls and Procedures
Our management is responsible for establishing and maintaining adequate internal control over financial reporting, as such term is defined in Exchange Act Rules 13a-15(f), including maintenance of (i) records that in reasonable detail accurately and fairly reflect the transactions and dispositions of our assets, and (ii) policies and procedures that provide reasonable assurance that (a) transactions are recorded as necessary to permit preparation of financial statements in accordance with accounting principles generally accepted in the United States of America, (b) our receipts and expenditures are being made only in accordance with authorizations of management and our boardBoard of directorsDirectors, and (c) we will prevent or timely detect unauthorized acquisition, use, or disposition of our assets that could have a material effect on the financial statements.
Our management, with the supervision and participation of our chief executive officer (“CEO”) and chief financial officer (“CFO”), has evaluated the effectiveness of our disclosure controls and procedures (as defined in Rules 13a- 15(e) and 15d- 15(e) under the Exchange Act), as of the end of the period covered by this Form 10-Q, based on the criteria established under the Internal Control Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework). Based on such evaluation, our management has concluded that as of SeptemberJune 30, 2022,2023, our disclosure controls and procedures are designed at a reasonable assurance level and are effective to provide reasonable assurance that information we are required to disclose in reports that we file or submit under the Exchange Act is recorded, processed, summarized, and reported within the time periods specified in the rules and forms of the SEC, and that such information is accumulated and communicated to our management, including our CEO and CFO, as appropriate, to allow timely decisions regarding required disclosure.
Changes in Internal Control over Financial Reporting
There have not been any changes in our internal control over financial reporting (as such term is defined in Rules 13a-15(f) and 15d-15(f) under the Exchange Act) during the quarter ended SeptemberJune 30, 20222023 that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting. We have not experienced any significant impact to our internal controls over financial reporting despite the fact that a number of our employees and independent contractors are still working remotely. The design of our processes and controls allow for remote execution with accessibility to secure data. Given the current environment, we are continually monitoring and assessing the design and operating effectiveness on our internal controls.
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PART II. OTHER INFORMATION
Item 1. Legal Proceedings
We are involved in claims and legal actions arising in the ordinary course of our business, some of which involve claims for damages that are substantial in amount. Most of these litigation matters are covered by our insurance policies, which contain deductibles, exclusions, claim limits and aggregate policy limits. Such litigation and other proceedings may include, but are not limited to, actions relating to commercial relationships, standard brokerage disputes like the alleged failure to disclose physical or environmental defects or property expenses or contracts, the alleged inadequate disclosure of matters relating to the transaction like the relationships among the parties to the transaction, potential claims or losses pertaining to the asset, vicarious liability based upon conduct of individuals or entities outside of our control, general fraud claims, conflicts of interest claims, employment law claims, including claims challenging the classification of our sales professionals as independent contractors, claims alleging violations of state consumer fraud statutes and intellectual property. While the ultimate liability for these legal proceedings cannot be determined, we review the need for an accrual for loss contingencies quarterly and record an accrual for litigation related losses where the likelihood of loss is both probable and estimable. We do not believe, based on information currently available to us, that the final outcome of these proceedings will have a material adverse effect on our consolidated financial position, results of operations or cash flows.
Item 1A. Risk Factors
There have been no material changes from the risk factors described in our Annual Report on Form 10-K for the year ended December 31, 2021.2022.
Item 2. Unregistered Sales of Equity Securities and Use of Proceeds
Purchases of Equity Securities by the Issuer
On August 2, 2022, our Board of Directors authorized a common stock repurchase program of up to $70 million. As of September 30, 2022, $62.4 million of common stock remains eligible for repurchase under the program.
Share repurchase activity during the ninethree months ended SeptemberJune 30, 20222023 was as follows:
Periods
Total Number of Shares Purchased(1)
Average Price Paid Per ShareTotal Number of Shares Purchased as Part of Publicly Announced Plans or ProgramsApproximate Dollar Value of Shares That May Yet Be Purchased Under the Plans or Programs
July 1, 2022 - July 31, 2022— $— — $— 
August 1, 2022 - August 31, 2022— $— — $— 
September 1, 2022 - September 30, 2022226,795 $33.41 226,795 $62,422,637 
Total226,795 226,795 $62,422,637 
Periods
Total Number of Shares Purchased(1)
Average Price Paid Per ShareTotal Number of Shares Purchased as Part of Publicly Announced Plans or Programs
Approximate Dollar Value of Shares That May Yet Be Purchased Under the Plans or Programs(2)
April 1, 2023 - April 30, 2023401,462 $31.56 401,462 $9,944,539 
May 1, 2023 - May 31, 2023115,076 $28.15 115,076 $76,704,946 
June 1, 2023 - June 30, 202322,100 $31.02 22,100 $76,019,514 
Total538,638 538,638 $76,019,514 
(1)Excludes shares withheld for employee taxes upon vesting of stock-based awards. Stock repurchases under our program may be made through open market and privately negotiated transactions at times and in such amounts as management deems appropriate. The timing and actual number of shares repurchased will depend on a variety of factors including price, corporate and regulatory requirements, capital availability and other market conditions. The stock repurchase program does not have an expiration date and may be limited or terminated at any time without prior notice.
(2)On May 2, 2023, the Company's Board of Directors approved an additional $70 million to repurchase common stock under its stock repurchase program, resulting in approximately $76 million available to repurchase shares under its program.
Item 3. Defaults Upon Senior Securities
None.
Item 4. Mine Safety Disclosures
Not Applicable.

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Item 5. Other Information
John David Parker and Richard Matricaria Employment Agreements

On August 4, 2022, the Company entered into employment agreements (the “Employment Agreements”) with John David Parker in his capacity as Chief Operating Officer – Eastern Division and Richard Matricaria in his capacity as Chief Operating Officer – Western Division. The Employment Agreements set forth the terms of their continued employment in such roles. The Employment Agreements include the following material terms:
Messrs. Parker and Matricaria’s employment with the Company is at-will and either the Company or the executive may terminate his respective Employment Agreement with or without cause.
Messrs. Parker and Matricaria are entitled to receive a monthly salary of $33,333.33 paid in semi-monthly installments, pro-rated for less than a full year of service.
Messrs. Parker and Matricaria are each eligible to receive an annual discretionary cash incentive bonus targeted at $1,550,000 per calendar year for 2022 and continuing thereafter. Such bonuses will be based 60% on the Company’s financial and non-financial performance against goals, and 40% based on personal goals that will be set with each executive’s input. In the event that the Company does not meet a minimum of 50% of its pre-tax income goal, no bonuses will be paid to the executives for that year, unless special considerations are determined by the compensation committee of the Company’s board of directors (the “Compensation Committee”).
Messrs. Parker and Matricaria are eligible for long term incentive compensation in the form of RSUs. Subject to the approval of the Compensation Committee, each executive will be eligible to receive an RSU grant potential equivalent of up to 50% of such executive’s actual discretionary cash bonus earned and paid each year, subject to the clawback rules implemented by the Securities and Exchange Commission and/or the exchange listing standards. Twenty-five percent of the RSU long-term incentive compensation will be based on the year’s overall results and twenty-five percent will be based on progress toward achieving the Company’s long-term goals and such executive’s contribution towards those long-term goals.Rule 10b5-1 Trading Plans

The foregoing summaryadoption or termination of contracts, instructions or written plans for the Employment Agreements does not purportpurchase or sale of our securities by our officers and directors for the three months ended June 30, 2023, which is intended to be complete and is subjectsatisfy the affirmative defense conditions of Rule 10b5-1(c) under the Exchange Act (“Rule 10b5-1 Plan”), was as follows:
NameTitleActionDate AdoptedExpiration DateAggregate # of Securities to be Purchased/Sold
Gregory A. LaBergeSenior Vice President, Chief Administrative OfficerAdoptionMay 22, 2023Earlier of May 19, 2024 or when all shares are sold under the plan.8,201
None of our officers or directors adopted or terminated a “non-Rule 10b5-1 trading arrangement” as defined in its entirety by the termsItem 408 of each Employment Agreement, copies of which are filed as Exhibits 10.2 and 10.3 hereto and incorporated herein by reference.Regulation S-K.
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Item 6. Exhibits
Exhibit No.Description
10.1+
10.2+
10.3+
31.1*
31.2*
32.1**
101*The following financial statements from the Company’s Quarterly Report on Form 10-Q for the quarter ended SeptemberJune 30, 2022,2023, formatted in Inline XBRL: (i) Condensed Consolidated Balance Sheets, (ii) Condensed Consolidated Statements of Net Income,Operations, (iii) Condensed Consolidated Statements of Comprehensive Income, (iv) Condensed Consolidated Statements of Stockholders’ Equity, (v) Condensed Consolidated Statements of Cash Flows, and (vi) Notes to Condensed Consolidated Financial Statements, tagged as blocks of text and including detailed tags.
104*Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)
____________
+    Previously filed.
*    Filed herewith.
**    Furnished, not filed.
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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.
Marcus & Millichap, Inc.
Date:NovemberAugust 4, 20222023By:/s/ Hessam Nadji
Hessam Nadji
President and Chief Executive Officer
(Principal Executive Officer)
Date:NovemberAugust 4, 20222023By:/s/ Steven F. DeGennaro
Steven F. DeGennaro
Chief Financial Officer
(Principal Financial Officer)
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HIDDEN IXBRL