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Premises and Equipment (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Property, Plant and Equipment [Line Items]    
Right-of-use lease assets $ 32,528 $ 40,675
Operating Lease, Right-of-Use Asset, Statement of Financial Position [Extensible List] sfnc:PropertyPlantandEquipmentandRightofUseAssetafterAccumulatedDepreciationandAmortization sfnc:PropertyPlantandEquipmentandRightofUseAssetafterAccumulatedDepreciationandAmortization
Accumulated depreciation and amortization $ (136,718) $ (119,865)
Total premises and equipment, net 470,491 492,384
Land    
Property, Plant and Equipment [Line Items]    
Premises and equipment 96,661 99,931
Buildings and improvements    
Property, Plant and Equipment [Line Items]    
Premises and equipment 306,995 309,290
Furniture, fixtures and equipment    
Property, Plant and Equipment [Line Items]    
Premises and equipment 100,821 99,343
Software    
Property, Plant and Equipment [Line Items]    
Premises and equipment 66,417 56,012
Construction in progress    
Property, Plant and Equipment [Line Items]    
Premises and equipment $ 3,787 $ 6,998