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Fair Value Measurement and Fair Value of Financial Instruments - Schedule of the Carrying and Fair Value Estimates Per the Fair Value Hierarchy of Financial Instruments Measured on a Nonrecurring Basis (Details) - USD ($)
$ in Thousands
Mar. 31, 2026
Dec. 31, 2025
Financial assets:    
Cash and cash equivalents $ 4,438,870 $ 4,188,139
Interest-bearing deposits with banks 10,498 16,189
Resale agreements 425,000 425,000
HTM debt securities 2,858,978 2,870,058
Restricted equity securities, at cost 153,697 153,484
Loans held-for-investment, net 57,264,875 56,068,399
Financial liabilities:    
FHLB advances 3,000,000 3,000,000
Repurchase agreements 494,027 0
Carrying Amount    
Financial assets:    
Cash and cash equivalents 4,438,870 4,188,139
Interest-bearing deposits with banks 10,498 16,189
Resale agreements 425,000 425,000
HTM debt securities 2,858,978 2,870,058
Restricted equity securities, at cost 153,697 153,484
Loans held-for-sale 27,585 20,976
Loans held-for-investment, net 57,264,875 56,068,399
Mortgage servicing rights 3,978 4,119
Accrued interest receivable 316,124 315,669
Financial liabilities:    
Demand, checking, savings and money market deposits 43,508,071 41,797,887
Time deposits 25,411,484 25,284,814
FHLB advances 3,000,000 3,000,000
Repurchase agreements 494,027  
Long-term debt 32,400 32,320
Accrued interest payable 54,474 60,513
Estimated Fair Value    
Financial assets:    
Cash and cash equivalents 4,438,870 4,188,139
Interest-bearing deposits with banks 10,498 16,189
Resale agreements 351,104 351,065
HTM debt securities 2,453,003 2,479,746
Restricted equity securities, at cost 153,697 153,484
Loans held-for-sale 27,585 20,976
Loans held-for-investment, net 55,875,553 54,665,865
Mortgage servicing rights 6,981 7,114
Accrued interest receivable 316,124 315,669
Financial liabilities:    
Demand, checking, savings and money market deposits 43,508,071 41,797,887
Time deposits 25,384,802 25,285,076
FHLB advances 2,995,604 3,001,878
Repurchase agreements 494,004  
Long-term debt 30,690 32,070
Accrued interest payable 54,009 60,513
Estimated Fair Value | Level 1    
Financial assets:    
Cash and cash equivalents 4,438,870 4,188,139
Interest-bearing deposits with banks 0 0
Resale agreements 0 0
HTM debt securities 526,048 524,887
Restricted equity securities, at cost 0 0
Loans held-for-sale 0 0
Loans held-for-investment, net 0 0
Mortgage servicing rights 0 0
Accrued interest receivable 0 0
Financial liabilities:    
Demand, checking, savings and money market deposits 0 0
Time deposits 0 0
FHLB advances 0 0
Repurchase agreements 0  
Long-term debt 0 0
Accrued interest payable 0 0
Estimated Fair Value | Level 2    
Financial assets:    
Cash and cash equivalents 0 0
Interest-bearing deposits with banks 10,498 16,189
Resale agreements 351,104 351,065
HTM debt securities 1,926,955 1,954,859
Restricted equity securities, at cost 153,697 153,484
Loans held-for-sale 27,585 20,976
Loans held-for-investment, net 0 0
Mortgage servicing rights 0 0
Accrued interest receivable 316,124 315,669
Financial liabilities:    
Demand, checking, savings and money market deposits 43,508,071 41,797,887
Time deposits 25,384,802 25,285,076
FHLB advances 2,995,604 3,001,878
Repurchase agreements 494,004  
Long-term debt 30,690 32,070
Accrued interest payable 54,009 60,513
Estimated Fair Value | Level 3    
Financial assets:    
Cash and cash equivalents 0 0
Interest-bearing deposits with banks 0 0
Resale agreements 0 0
HTM debt securities 0 0
Restricted equity securities, at cost 0 0
Loans held-for-sale 0 0
Loans held-for-investment, net 55,875,553 54,665,865
Mortgage servicing rights 6,981 7,114
Accrued interest receivable 0 0
Financial liabilities:    
Demand, checking, savings and money market deposits 0 0
Time deposits 0 0
FHLB advances 0 0
Repurchase agreements 0  
Long-term debt 0 0
Accrued interest payable $ 0 $ 0