1 EXHIBIT 12.1 THE GOLDMAN SACHS GROUP, L.P. and SUBSIDIARIES COMPUTATION OF RATIOS OF EARNINGS TO FIXED CHARGES THREE MONTHS ENDED YEAR ENDED NOVEMBER FEBRUARY -------------------------------------------------- ------------------ 1994 1995 1996 1997 1998 1998 1999 ---- ---- ---- ---- ---- ---- ---- ($ IN MILLIONS) Net earnings.............. $ 500 $ 1,348 $ 2,399 $ 2,746 $ 2,428 $ 884 $1,007 Add: Provision for taxes..... 8 20 207 268 493 138 181 Portion of rents representative of an interest factor....... 27 29 28 29 35 8 11 Interest expense on all indebtedness.......... 8,915 9,841 11,160 12,986 13,958 3,431 2,861 ------ ------- ------- ------- ------- ------ ------ Earnings, as adjusted..... $9,450 $11,238 $13,794 $16,029 $16,914 $4,461 $4,060 ====== ======= ======= ======= ======= ====== ====== Fixed charges: Portion of rents representative of an interest factor....... $ 27 $ 29 $ 28 $ 29 $ 35 $ 8 $ 11 Interest expense on all indebtedness.......... 8,915 9,841 11,160 12,986 13,958 3,431 2,861 ------ ------- ------- ------- ------- ------ ------ Fixed charges............. $8,942 $ 9,870 $11,188 $13,015 $13,993 $3,439 $2,872 ====== ======= ======= ======= ======= ====== ====== Ratio of earnings to fixed charges................. 1.06x 1.14x 1.23x 1.23x 1.21x 1.30x 1.41x ====== ======= ======= ======= ======= ====== ======