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Other Borrowings and Subordinated Notes and Debentures - Debt Components (Details) - USD ($)
$ in Thousands
1 Months Ended 9 Months Ended
Mar. 31, 2018
Sep. 30, 2022
Dec. 31, 2021
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 1,330,723 $ 1,722,104
FHLB advances, net of discount, due 2022 to 2034, 1.49% to 5.53% secured by real estate loans      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 934,147 1,306,143
FHLB advances, net of discount, due 2022 to 2034, 1.49% to 5.53% secured by real estate loans | Minimum      
Debt Instrument [Line Items]      
Fixed rate (as percent)   1.49%  
FHLB advances, net of discount, due 2022 to 2034, 1.49% to 5.53% secured by real estate loans | Maximum      
Debt Instrument [Line Items]      
Fixed rate (as percent)   5.53%  
Other long-term debt      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 30,625 31,830
Total other borrowings      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   964,772 1,337,973
Subordinated Notes      
Debt Instrument [Line Items]      
Fixed rate (as percent) 5.00%    
Subordinated Notes | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent) 2.15%    
Subordinated Notes | Subordinated notes payable, due 4/1/2028, fixed-to-floating rate (fixed rate of 5.00% through 3/31/2023, floating rate of 2.15% above the three month LIBOR rate, reset quarterly)      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 330,000 330,000
Fixed rate (as percent)   5.00%  
Subordinated Notes | Subordinated notes payable, due 4/1/2028, fixed-to-floating rate (fixed rate of 5.00% through 3/31/2023, floating rate of 2.15% above the three month LIBOR rate, reset quarterly) | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   2.15%  
Subordinated Notes | Subordinated notes payable, net of premium adjustments, due 7/31/2030, fixed-to-floating rate (fixed rate of 6.00% through 7/30/2025, floating rate of 5.92% above the three month SOFR rate, reset quarterly)      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 37,313 0
Fixed rate (as percent)   6.00%  
Subordinated Notes | Subordinated notes payable, net of premium adjustments, due 7/31/2030, fixed-to-floating rate (fixed rate of 6.00% through 7/30/2025, floating rate of 5.92% above the three month SOFR rate, reset quarterly) | Spirit of Texas Bancshares, Inc.      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 37,400  
Fixed rate (as percent)   6.00%  
Subordinated Notes | Subordinated notes payable, net of premium adjustments, due 7/31/2030, fixed-to-floating rate (fixed rate of 6.00% through 7/30/2025, floating rate of 5.92% above the three month SOFR rate, reset quarterly) | Secured Overnight Financing Rate (SOFR) Overnight Index Swap Rate      
Debt Instrument [Line Items]      
Floating rate (as percent)   5.92%  
Subordinated Notes | Subordinated notes payable, net of premium adjustments, due 7/31/2030, fixed-to-floating rate (fixed rate of 6.00% through 7/30/2025, floating rate of 5.92% above the three month SOFR rate, reset quarterly) | Secured Overnight Financing Rate (SOFR) Overnight Index Swap Rate | Spirit of Texas Bancshares, Inc.      
Debt Instrument [Line Items]      
Floating rate (as percent)   592.00%  
Subordinated Notes | Trust preferred securities, due 9/15/2037, floating rate of 1.37% above the three month LIBOR rate, reset quarterly      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 10,310
Subordinated Notes | Trust preferred securities, due 9/15/2037, floating rate of 1.37% above the three month LIBOR rate, reset quarterly | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.37%  
Subordinated Notes | Trust preferred securities, due 6/6/2037, floating rate of 1.57% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 10,310
Subordinated Notes | Trust preferred securities, due 6/6/2037, floating rate of 1.57% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.57%  
Subordinated Notes | Trust preferred securities, due 12/15/2035, floating rate of 1.45% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 6,702
Subordinated Notes | Trust preferred securities, due 12/15/2035, floating rate of 1.45% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.45%  
Subordinated Notes | Trust preferred securities, net of discount, due 6/15/2037, floating rate of 1.85% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 25,329
Subordinated Notes | Trust preferred securities, net of discount, due 6/15/2037, floating rate of 1.85% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.85%  
Subordinated Notes | Trust preferred securities, net of discount, due 12/15/2036, floating rate of 1.85% above the three month LIBOR rate, reset quarterly, callable without penalty      
Debt Instrument [Line Items]      
Long-term debt, gross   $ 0 3,041
Subordinated Notes | Trust preferred securities, net of discount, due 12/15/2036, floating rate of 1.85% above the three month LIBOR rate, reset quarterly, callable without penalty | London Interbank Offered Rate (LIBOR)      
Debt Instrument [Line Items]      
Floating rate (as percent)   1.85%  
Total subordinated notes and debentures      
Debt Instrument [Line Items]      
Total other borrowings and subordinated debt   $ 365,951 384,131
Unamortized debt issuance costs   $ (1,362) $ (1,561)