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Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments - Summary of the Aging of Loans Broken out by Risk-based Segments (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost $ 45,181,488 $ 33,164,636
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   33,327,704
  Loans Past Due 90 Days or More Still Accruing Interest   3,515
30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 60,267  
Loans, at gross basis   137,375
60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 7,251  
Loans, at gross basis   38,224
Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 2,200  
Loans, at gross basis   15,988
  Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 69,718  
Loans, at gross basis   191,587
Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 45,111,770  
Loans, at gross basis   33,136,117
Global fund banking    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 25,543,198 17,696,794
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   17,712,797
  Loans Past Due 90 Days or More Still Accruing Interest   3,150
Global fund banking | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 27,606  
Loans, at gross basis   97,739
Global fund banking | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 8  
Loans, at gross basis   383
Global fund banking | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 11  
Loans, at gross basis   3,150
Global fund banking |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 27,625  
Loans, at gross basis   101,272
Global fund banking | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 25,515,573  
Loans, at gross basis   17,611,525
Investor dependent    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,971,818 4,335,195
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   4,418,884
  Loans Past Due 90 Days or More Still Accruing Interest   0
Investor dependent | Early stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,485,866 1,624,221
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   1,653,425
  Loans Past Due 90 Days or More Still Accruing Interest   0
Investor dependent | Mid stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,564,870 1,047,398
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   1,066,783
  Loans Past Due 90 Days or More Still Accruing Interest   0
Investor dependent | Later stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,921,082 1,663,576
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   1,698,676
  Loans Past Due 90 Days or More Still Accruing Interest   0
Investor dependent | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 17,667  
Loans, at gross basis   19,445
Investor dependent | 30 - 59   Days Past   Due | Early stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 6,320  
Loans, at gross basis   1,307
Investor dependent | 30 - 59   Days Past   Due | Mid stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 5,984  
Loans, at gross basis   10,025
Investor dependent | 30 - 59   Days Past   Due | Later stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 5,363  
Loans, at gross basis   8,113
Investor dependent | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 2,078  
Loans, at gross basis   29,561
Investor dependent | 60 - 89   Days Past   Due | Early stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,840  
Loans, at gross basis   22,062
Investor dependent | 60 - 89   Days Past   Due | Mid stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 238  
Loans, at gross basis   6,999
Investor dependent | 60 - 89   Days Past   Due | Later stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   500
Investor dependent | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,109  
Loans, at gross basis   11,292
Investor dependent | Equal to or Greater Than 90   Days Past   Due | Early stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 202  
Loans, at gross basis   723
Investor dependent | Equal to or Greater Than 90   Days Past   Due | Mid stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 907  
Loans, at gross basis   0
Investor dependent | Equal to or Greater Than 90   Days Past   Due | Later stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   10,569
Investor dependent |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 20,854  
Loans, at gross basis   60,298
Investor dependent |   Total Past   Due | Early stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 8,362  
Loans, at gross basis   24,092
Investor dependent |   Total Past   Due | Mid stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 7,129  
Loans, at gross basis   17,024
Investor dependent |   Total Past   Due | Later stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 5,363  
Loans, at gross basis   19,182
Investor dependent | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,950,964  
Loans, at gross basis   4,358,586
Investor dependent | Current   | Early stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,477,504  
Loans, at gross basis   1,629,333
Investor dependent | Current   | Mid stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,557,741  
Loans, at gross basis   1,049,759
Investor dependent | Current   | Later stage    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,915,719  
Loans, at gross basis   1,679,494
Cash flow dependent    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,934,533 4,424,238
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   4,455,867
  Loans Past Due 90 Days or More Still Accruing Interest   0
Cash flow dependent | Sponsor led buyout    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,989,173 2,185,497
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   2,203,020
  Loans Past Due 90 Days or More Still Accruing Interest   0
Cash flow dependent | Other    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 2,945,360 2,238,741
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   2,252,847
  Loans Past Due 90 Days or More Still Accruing Interest   0
Cash flow dependent | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 6,544  
Loans, at gross basis   2,426
Cash flow dependent | 30 - 59   Days Past   Due | Sponsor led buyout    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 34  
Loans, at gross basis   0
Cash flow dependent | 30 - 59   Days Past   Due | Other    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 6,510  
Loans, at gross basis   2,426
Cash flow dependent | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 58  
Loans, at gross basis   3,061
Cash flow dependent | 60 - 89   Days Past   Due | Sponsor led buyout    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   0
Cash flow dependent | 60 - 89   Days Past   Due | Other    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 58  
Loans, at gross basis   3,061
Cash flow dependent | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   2
Cash flow dependent | Equal to or Greater Than 90   Days Past   Due | Sponsor led buyout    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   0
Cash flow dependent | Equal to or Greater Than 90   Days Past   Due | Other    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   2
Cash flow dependent |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 6,602  
Loans, at gross basis   5,489
Cash flow dependent |   Total Past   Due | Sponsor led buyout    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 34  
Loans, at gross basis   0
Cash flow dependent |   Total Past   Due | Other    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 6,568  
Loans, at gross basis   5,489
Cash flow dependent | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,927,931  
Loans, at gross basis   4,450,378
Cash flow dependent | Current   | Sponsor led buyout    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,989,139  
Loans, at gross basis   2,203,020
Cash flow dependent | Current   | Other    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 2,938,792  
Loans, at gross basis   2,247,358
Private Bank    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,901,056 3,492,269
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   3,489,219
  Loans Past Due 90 Days or More Still Accruing Interest   365
Private Bank | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,292  
Loans, at gross basis   6,582
Private Bank | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 3,990  
Loans, at gross basis   2,049
Private Bank | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   1,544
Private Bank |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 8,282  
Loans, at gross basis   10,175
Private Bank | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,892,774  
Loans, at gross basis   3,479,044
Balance sheet dependent    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 2,191,023 1,286,153
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   1,297,304
  Loans Past Due 90 Days or More Still Accruing Interest   0
Balance sheet dependent | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 987  
Loans, at gross basis   2,731
Balance sheet dependent | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,089  
Loans, at gross basis   0
Balance sheet dependent | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   0
Balance sheet dependent |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 2,076  
Loans, at gross basis   2,731
Balance sheet dependent | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 2,188,947  
Loans, at gross basis   1,294,573
Premium wine    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,052,643 1,062,264
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   1,063,512
  Loans Past Due 90 Days or More Still Accruing Interest   0
Premium wine | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 3,168  
Loans, at gross basis   8,435
Premium wine | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
Loans, at gross basis   3,170
Premium wine | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 998  
Loans, at gross basis   0
Premium wine |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 4,166  
Loans, at gross basis   11,605
Premium wine | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,048,477  
Loans, at gross basis   1,051,907
Other    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 27,687 867,723
Loans Past Due 90 Days or More Still Accruing Interest 0  
Loans, at gross basis   890,121
  Loans Past Due 90 Days or More Still Accruing Interest   0
Other | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 3  
Loans, at gross basis   17
Other | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 28  
Loans, at gross basis   0
Other | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 82  
Loans, at gross basis   0
Other |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 113  
Loans, at gross basis   17
Other | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 27,574  
Loans, at gross basis   890,104
SBA loans    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 1,559,530 $ 0
Loans Past Due 90 Days or More Still Accruing Interest 0  
SBA loans | 30 - 59   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
SBA loans | 60 - 89   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
SBA loans | Equal to or Greater Than 90   Days Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
SBA loans |   Total Past   Due    
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost 0  
SBA loans | Current      
Financing Receivable, Allowance for Credit Loss [Line Items]    
Loans, amortized cost $ 1,559,530