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Noninterest Income - Summary of Noninterest Income (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2020
Sep. 30, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Revenue from Contract with Customer [Abstract]                      
Gains on investment securities, net                 $ 420,752 $ 134,670 $ 88,094
Gains on equity warrant assets, net                 237,428 138,078 89,142
Client investment fees                 132,200 182,068 130,360
Foreign exchange fees                 178,733 159,262 138,812
Credit card fees                 97,737 118,719 94,072
Deposit service charges                 90,336 89,200 76,097
Lending related fees                 57,533 49,920 41,949
Letters of credit and standby letters of credit fees                 46,659 42,669 34,600
Investment banking revenue                 413,985 195,177 0
Commissions                 66,640 56,346 0
Other                 98,145 55,370 51,858
Noninterest income $ 621,783 $ 547,583 $ 368,848 $ 301,934 $ 313,344 $ 294,009 $ 333,750 $ 280,376 $ 1,840,148 $ 1,221,479 $ 744,984