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Intangible Assets and Goodwill - Additional Information (Detail) - USD ($)
12 Months Ended
Aug. 15, 2019
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Finite-Lived Intangible Assets [Line Items]        
Weighted-average life   7 years 7 months 6 days    
Goodwill   $ 148,604,000 $ 79,749,000 $ 54,042,000
Pegasus Bank [Member]        
Finite-Lived Intangible Assets [Line Items]        
Date of acquisition Aug. 15, 2019      
Goodwill $ 68,900,000 $ 68,855,000    
Customer Related Intangibles [Member]        
Finite-Lived Intangible Assets [Line Items]        
Weighted-average life   4 years 9 months 18 days    
Customer Related Intangibles [Member] | BancFirst Insurance Services, Inc. [Member]        
Finite-Lived Intangible Assets [Line Items]        
Impairment of intangible assets   $ 353,000    
Core Deposit Intangibles [Member]        
Finite-Lived Intangible Assets [Line Items]        
Weighted-average life   7 years 9 months 18 days