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Allowance for Credit Losses - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2021
Mar. 31, 2020
Dec. 31, 2020
Jan. 01, 2020
Dec. 31, 2019
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss $ 115,101 $ 96,850 $ 117,612   $ 62,224
Provision for credit losses on loans 3,301 18,430      
Net loan charge-offs $ 5,812 $ 11,156      
Net loan charge-offs, percent 0.33% 0.63%      
Portfolio loans, net of unearned income $ 7,183,168   7,225,860    
Total loans 7,068,067   7,108,248    
COVID-19          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Financing receivable, credit loss, expense (reversal), period increase (decrease) (16,900) $ (20,000)      
Provision for credit losses on loans 3,100        
ACL provision, COVID-19 assessment, revised forecast   14,300      
Financing receivable, allowance for credit loss, qualitative reserve, period increase (decrease) $ 2,700 3,100      
Forecast period 2 years        
Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Portfolio loans, net of unearned income $ 5,676,683   5,673,707    
Nonperforming          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Portfolio loans, net of unearned income 132,413   146,774    
Nonperforming | COVID-19          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Increase (decrease) in non-performing loans 61,400        
Portfolio loans, net of unearned income 135,200 73,800      
Commercial and industrial | Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss 14,663 19,870 16,100   15,681
Provision for credit losses on loans 2,728 6,196      
Net loan charge-offs 4,165 9,860      
Portfolio loans, net of unearned income 1,699,588   1,559,552    
Commercial and industrial | Nonperforming | Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Portfolio loans, net of unearned income 12,416   16,985    
Commercial real estate | Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss 66,842 42,611 65,656   30,577
Provision for credit losses on loans 1,996 7,639      
Net loan charge-offs 810 $ 415      
Portfolio loans, net of unearned income 2,780,327   2,791,947    
Commercial real estate | Commercial | Hotel | COVID-19          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Portfolio loans, net of unearned income 53,600        
Commercial real estate | Nonperforming | Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Portfolio loans, net of unearned income 95,074   $ 101,070    
CARES Act, Paycheck Protection Program Loans | Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Total loans $ 499,100        
Impact of new accounting standard          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss       $ 27,400 27,352
Impact of new accounting standard | S&T Legacy Loans          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss       8,200  
Impact of new accounting standard | Commercial and industrial | Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss       9,900 7,853
Impact of new accounting standard | Commercial real estate | Commercial          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss         $ 4,810
Impact of new accounting standard | DNB          
Financing Receivable, Allowance for Credit Loss [Line Items]          
Adjustment to allowance for credit loss       $ 9,300