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Commitments and Contingencies (Details)
$ in Thousands
12 Months Ended
Apr. 30, 2020
Oct. 17, 2018
plaintiff
Dec. 31, 2020
USD ($)
Dec. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
Commitments And Contingencies [Line Items]          
Letters of credit outstanding     $ 348,200 $ 291,800  
Mortgage loans sold     7,624,799 4,484,838 $ 4,076,887
Liability for estimated losses on repurchase and indemnification claims     800 2,400  
Losses charged against liability     187 639  
Unfunded commitments to investment partnerships     28,500    
Commitments to invest in partnership for tax credits     178    
Customer balances maintained by clearing broker and subject to indemnification     16,800    
Northbrook Bank Matter          
Commitments And Contingencies [Line Items]          
Number of plaintiffs | plaintiff   2      
Damages sought   6 million      
Wintrust Bank Matter          
Commitments And Contingencies [Line Items]          
Damages sought 3.8 billion        
Forward contracts          
Commitments And Contingencies [Line Items]          
Derivative instrument, contractual amounts     2,300,000 837,200  
Commercial, commercial real estate, and construction loans | Commitments to extend credit          
Commitments And Contingencies [Line Items]          
Commitments to fund     6,400,000 5,100,000  
Unused home equity lines | Commitments to extend credit          
Commitments And Contingencies [Line Items]          
Commitments to fund     756,200 800,600  
Residential real estate | Commitments to extend credit          
Commitments And Contingencies [Line Items]          
Commitments to fund     $ 1,700,000 $ 595,100