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STOCK-BASED COMPENSATION - Schedule of Changes in the Company's RSU, PSU, and DSU Awards (Details)
9 Months Ended
Sep. 30, 2025
$ / shares
shares
RSU Awards  
Shares  
Non-vested at beginning of period (in shares) | shares 1,066,772
Conversion of Busey ROATCE PSUs to RSUs (in shares) | shares 157,094
Granted (in shares) | shares 366,487
Dividend equivalents earned (in shares) | shares 48,060
Vested (in shares) | shares (451,041)
Forfeited (in shares) | shares (133,212)
Non-vested at end of period (in shares) | shares 1,395,208
Weighted- Average Grant Date Fair Value  
Non-vested at beginning of period (in dollars per share) | $ / shares $ 21.80
Conversion of Busey ROATCE PSUs to RSUs (in dollars per share) | $ / shares 23.99
Granted (in dollars per share) | $ / shares 22.22
Dividend equivalents earned (in dollars per share) | $ / shares 22.30
Vested (in dollars per share) | $ / shares 20.03
Forfeited (in dollars per share) | $ / shares 22.38
Non-vested at end of period (in dollars per share) | $ / shares $ 23.23
RSU Awards | CrossFirst  
Shares  
Replacement of CrossFirst RSUs and PSUs (in shares) | shares 341,048
Weighted- Average Grant Date Fair Value  
Replacement of CrossFirst RSUs and PSUs (in dollars per share) | $ / shares $ 23.99
PSU Awards  
Shares  
Non-vested at beginning of period (in shares) | shares 372,042
Modifications based on CrossFirst acquisition (in shares) | shares (181,828)
Granted (in shares) | shares 407,723
Dividend equivalents earned (in shares) | shares 125
Vested (in shares) | shares (6,131)
Forfeited (in shares) | shares (45,878)
Non-vested at end of period (in shares) | shares 546,053
Weighted- Average Grant Date Fair Value  
Non-vested at beginning of period (in dollars per share) | $ / shares $ 21.15
Modifications based on CrossFirst acquisition (in dollars per share) | $ / shares 20.43
Granted (in dollars per share) | $ / shares 20.99
Dividend equivalents earned (in dollars per share) | $ / shares 20.83
Vested (in dollars per share) | $ / shares 20.87
Forfeited (in dollars per share) | $ / shares 20.95
Non-vested at end of period (in dollars per share) | $ / shares $ 21.29
DSU Awards  
Shares  
Non-vested at beginning of period (in shares) | shares 36,893
Granted (in shares) | shares 39,846
Dividend equivalents earned (in shares) | shares 6,447
Vested (in shares) | shares (42,424)
Non-vested at end of period (in shares) | shares 40,762
Vested and outstanding at end of period (in shares) | shares 144,461
Weighted- Average Grant Date Fair Value  
Non-vested at beginning of period (in dollars per share) | $ / shares $ 23.40
Granted (in dollars per share) | $ / shares 22.16
Dividend equivalents earned (in dollars per share) | $ / shares 22.73
Vested (in dollars per share) | $ / shares 23.33
Non-vested at end of period (in dollars per share) | $ / shares 22.15
Vested and outstanding at end of period (in dollars per share) | $ / shares $ 23.01