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Loans and Allowance for Credit Losses - Narrative (Details)
3 Months Ended 12 Months Ended
Dec. 31, 2022
USD ($)
Dec. 31, 2022
USD ($)
loan
Dec. 31, 2021
USD ($)
loan
Dec. 31, 2020
USD ($)
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans $ 16,142,124,000 $ 16,142,124,000 $ 12,012,503,000  
Non-credit related discount   26,400,000 21,500,000  
Financing receivable, accrued interest excluded from amortized costs 65,400,000 65,400,000 39,800,000  
Nonaccrual loans with no allowance for credit loss 16,900,000 $ 16,900,000 $ 14,500,000  
Number of loan modifications | loan   4 4  
Balance Prior to TDR   $ 760,000 $ 1,058,000  
Allowance for credit losses on loans 196,955,000 $ 196,955,000 $ 205,332,000  
Number of previously restructured loans paid off | loan   15 9  
Restructured loans paid off   $ 3,169,776 $ 1,002,874  
Financial impact on date of restructure     5,129  
Number of loans with subsequent default | loan   1    
TDR loan, payment default   $ 7,800    
Foreclosed assets and other real estate owned 2,887,000 2,887,000 6,032,000  
Financing receivable, collateral dependent, amount 70,926,000 70,926,000 47,089,000  
Unfunded commitments, allowance for credit loss 41,900,000 41,900,000 22,400,000  
Off-balance sheet, credit loss, liability, credit loss expense (reversal) 16,000,000 3,500,000   $ 0
Unfunded commitments 16,000,000 19,453,000 0 $ (10,000,000)
Spirit of Texas Bancshares, Inc.        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Non-credit related discount   1,377,000    
Off-balance sheet, credit loss, liability, credit loss expense (reversal)   $ 30,300,000    
Minimum        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Financing receivable, term of loan   1 year    
Maximum        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Financing receivable, term of loan   3 years    
Residential Real Estate        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans in process of foreclosure, amount 3,009,000 $ 3,009,000 1,806,000  
OREO Received in Full or Partial Satisfaction of Loans | Residential Real Estate        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Foreclosed assets and other real estate owned 853,000 853,000 831,000  
Real Estate        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans 12,581,262,000 $ 12,581,262,000 $ 9,167,250,000  
Number of loan modifications | loan   4 4  
Balance Prior to TDR   $ 760,000 $ 1,058,000  
Financial impact on date of restructure   0 0  
Real Estate | Spirit of Texas Bancshares, Inc.        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Non-credit related discount   998,000    
Real Estate | OREO Received in Full or Partial Satisfaction of Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Balance Prior to TDR   0 0  
Commercial        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans 2,837,913,000 2,837,913,000 2,160,760,000  
Commercial | Spirit of Texas Bancshares, Inc.        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Non-credit related discount   378,000    
Single family residential | Real Estate        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans 2,546,115,000 $ 2,546,115,000 $ 2,101,975,000  
Number of loan modifications | loan   4 3  
Balance Prior to TDR   $ 760,000 $ 274,000  
Financial impact on date of restructure   0 0  
Financing receivable, collateral dependent, amount 0 0 1,838,000  
Other commercial | Real Estate        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans 7,468,498,000 $ 7,468,498,000 $ 5,738,904,000  
Number of loan modifications | loan   0 1  
Balance Prior to TDR   $ 0 $ 784,000  
Financial impact on date of restructure   0 0  
Financing receivable, collateral dependent, amount 65,450,000 65,450,000 32,849,000  
Paycheck Protection Program Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Loans $ 8,900,000 $ 8,900,000 $ 116,700,000