AND SUBSIDIARIES NOTES TO CONSOLIDATED FINANCIAL STATEMENTS (Table dollars in thousands, except share and per share data) Note 5—Loans and Lease Receivables and Allowance for Credit Losses (continued) The following tables summarize contractual delinquency information of the loans and leases considered for inclusion in the allowance for credit losses - loans and leases calculation at December 31, 2024 and December 31, 2023: December 31, 2024 2024 2023 2022 2021 2020 Prior Revolving Loans Total Loans Commercial Real Estate Current $ 323,240 $ 259,084 $ 435,352 $ 504,816 $ 251,522 $ 528,332 $ 13,741 $ 2,316,087 30-59 Days Past Due — 560 — 421 278 4,044 — 5,303 60-89 Days Past Due — — — 90 316 5,607 — 6,013 Greater than 90 Accruing — — — — — — — — Non-accrual — 827 2,977 4,383 2,005 16,822 — 27,014 Total Past Due — 1,387 2,977 4,894 2,599 26,473 — 38,330 Total $ 323,240 $ 260,471 $ 438,329 $ 509,710 $ 254,121 $ 554,805 $ 13,741 $ 2,354,417 Residential Real Estate Current $ 42,468 $ 71,770 $ 138,794 $ 116,874 $ 63,524 $ 227,682 $ 60,331 $ 721,443 30-59 Days Past Due — — 220 — — 1,185 440 1,845 60-89 Days Past Due — — — — — 218 — 218 Greater than 90 Accruing — — — — — — — — Non-accrual — — 27 95 — 1,461 1,013 2,596 Total Past Due — — 247 95 — 2,864 1,453 4,659 Total $ 42,468 $ 71,770 $ 139,041 $ 116,969 $ 63,524 $ 230,546 $ 61,784 $ 726,102 Construction, Land Development, & Other Land Current $ 61,645 $ 148,259 $ 139,362 $ 111,603 $ 22,188 $ 5,867 $ 345 $ 489,269 30-59 Days Past Due — — — — — — — — 60-89 Days Past Due — — — — — — — — Greater than 90 Accruing — — — — — — — — Non-accrual — — — — — — — — Total Past Due — — — — — — — — Total $ 61,645 $ 148,259 $ 139,362 $ 111,603 $ 22,188 $ 5,867 $ 345 $ 489,269 Commercial & Industrial Current $ 400,574 $ 463,578 $ 519,192 $ 290,304 $ 89,163 $ 203,606 $ 609,806 $ 2,576,223 30-59 Days Past Due 142 1,547 2,102 8 294 2,846 150 7,089 60-89 Days Past Due — 317 1,715 25 705 871 400 4,033 Greater than 90 Accruing — — — — — — — — Non-accrual 777 5,080 10,409 5,357 829 4,881 2,455 29,788 Total Past Due 919 6,944 14,226 5,390 1,828 8,598 3,005 40,910 Total $ 401,493 $ 470,522 $ 533,418 $ 295,694 $ 90,991 $ 212,204 $ 612,811 $ 2,617,133 Installment and Other Current $ 723 $ 294 $ 76 $ 33 $ 1 $ 368 $ 2,442 $ 3,937 30-59 Days Past Due — — — — — — — — 60-89 Days Past Due — 4 — — — — — 4 Greater than 90 Accruing — — — — — — — — Non-accrual — — — 23 — — 2 25 Total Past Due — 4 — 23 — — 2 29 Total $ 723 $ 298 $ 76 $ 56 $ 1 $ 368 $ 2,444 $ 3,966 Lease Financing Receivables Current $ 277,222 $ 234,755 $ 129,539 $ 49,009 $ 11,915 $ 217 $ — $ 702,657 30-59 Days Past Due 2,890 1,803 795 470 53 — — 6,011 60-89 Days Past Due 1,414 1,839 584 717 59 1 — 4,614 Greater than 90 Accruing — — — — — — — — Non-accrual 66 598 1,211 765 13 — — 2,653 Total Past Due 4,370 4,240 2,590 1,952 125 1 — 13,278 Total $ 281,592 $ 238,995 $ 132,129 $ 50,961 $ 12,040 $ 218 $ — $ 715,935 Total Loans and Leases Current $ 1,105,872 $ 1,177,740 $ 1,362,315 $ 1,072,639 $ 438,313 $ 966,072 $ 686,665 $ 6,809,616 30-59 Days Past Due 3,032 3,910 3,117 899 625 8,075 590 20,248 60-89 Days Past Due 1,414 2,160 2,299 832 1,080 6,697 400 14,882 Greater than 90 Accruing — — — — — — — — Non-accrual 843 6,505 14,624 10,623 2,847 23,164 3,470 62,076 Total Past Due 5,289 12,575 20,040 12,354 4,552 37,936 4,460 97,206 Total $ 1,111,161 $ 1,190,315 $ 1,382,355 $ 1,084,993 $ 442,865 $ 1,004,008 $ 691,125 $ 6,906,822 94 Table of Contents BYLINE BANCORP, INC.
AND SUBSIDIARIES NOTES TO CONSOLIDATED FINANCIAL STATEMENTS (Table dollars in thousands, except share and per share data) Note 5—Loans and Lease Receivables and Allowance for Credit Losses (continued) December 31, 2024 2024 2023 2022 2021 2020 Prior Revolving Loans Total Loans Commercial Real Estate Current $ 323,240 $ 259,084 $ 435,352 $ 504,816 $ 251,522 $ 528,332 $ 13,741 $ 2,316,087 30-59 Days Past Due — 560 — 421 278 4,044 — 5,303 60-89 Days Past Due — — — 90 316 5,607 — 6,013 Greater than 90 Accruing — — — — — — — — Non-accrual — 827 2,977 4,383 2,005 16,822 — 27,014 Total Past Due — 1,387 2,977 4,894 2,599 26,473 — 38,330 Total $ 323,240 $ 260,471 $ 438,329 $ 509,710 $ 254,121 $ 554,805 $ 13,741 $ 2,354,417 Residential Real Estate Current $ 42,468 $ 71,770 $ 138,794 $ 116,874 $ 63,524 $ 227,682 $ 60,331 $ 721,443 30-59 Days Past Due — — 220 — — 1,185 440 1,845 60-89 Days Past Due — — — — — 218 — 218 Greater than 90 Accruing — — — — — — — — Non-accrual — — 27 95 — 1,461 1,013 2,596 Total Past Due — — 247 95 — 2,864 1,453 4,659 Total $ 42,468 $ 71,770 $ 139,041 $ 116,969 $ 63,524 $ 230,546 $ 61,784 $ 726,102 Construction, Land Development, & Other Land Current $ 61,645 $ 148,259 $ 139,362 $ 111,603 $ 22,188 $ 5,867 $ 345 $ 489,269 30-59 Days Past Due — — — — — — — — 60-89 Days Past Due — — — — — — — — Greater than 90 Accruing — — — — — — — — Non-accrual — — — — — — — — Total Past Due — — — — — — — — Total $ 61,645 $ 148,259 $ 139,362 $ 111,603 $ 22,188 $ 5,867 $ 345 $ 489,269 Commercial & Industrial Current $ 400,574 $ 463,578 $ 519,192 $ 290,304 $ 89,163 $ 203,606 $ 609,806 $ 2,576,223 30-59 Days Past Due 142 1,547 2,102 8 294 2,846 150 7,089 60-89 Days Past Due — 317 1,715 25 705 871 400 4,033 Greater than 90 Accruing — — — — — — — — Non-accrual 777 5,080 10,409 5,357 829 4,881 2,455 29,788 Total Past Due 919 6,944 14,226 5,390 1,828 8,598 3,005 40,910 Total $ 401,493 $ 470,522 $ 533,418 $ 295,694 $ 90,991 $ 212,204 $ 612,811 $ 2,617,133 Installment and Other Current $ 723 $ 294 $ 76 $ 33 $ 1 $ 368 $ 2,442 $ 3,937 30-59 Days Past Due — — — — — — — — 60-89 Days Past Due — 4 — — — — — 4 Greater than 90 Accruing — — — — — — — — Non-accrual — — — 23 — — 2 25 Total Past Due — 4 — 23 — — 2 29 Total $ 723 $ 298 $ 76 $ 56 $ 1 $ 368 $ 2,444 $ 3,966 Lease Financing Receivables Current $ 277,222 $ 234,755 $ 129,539 $ 49,009 $ 11,915 $ 217 $ — $ 702,657 30-59 Days Past Due 2,890 1,803 795 470 53 — — 6,011 60-89 Days Past Due 1,414 1,839 584 717 59 1 — 4,614 Greater than 90 Accruing — — — — — — — — Non-accrual 66 598 1,211 765 13 — — 2,653 Total Past Due 4,370 4,240 2,590 1,952 125 1 — 13,278 Total $ 281,592 $ 238,995 $ 132,129 $ 50,961 $ 12,040 $ 218 $ — $ 715,935 Total Loans and Leases Current $ 1,105,872 $ 1,177,740 $ 1,362,315 $ 1,072,639 $ 438,313 $ 966,072 $ 686,665 $ 6,809,616 30-59 Days Past Due 3,032 3,910 3,117 899 625 8,075 590 20,248 60-89 Days Past Due 1,414 2,160 2,299 832 1,080 6,697 400 14,882 Greater than 90 Accruing — — — — — — — — Non-accrual 843 6,505 14,624 10,623 2,847 23,164 3,470 62,076 Total Past Due 5,289 12,575 20,040 12,354 4,552 37,936 4,460 97,206 Total $ 1,111,161 $ 1,190,315 $ 1,382,355 $ 1,084,993 $ 442,865 $ 1,004,008 $ 691,125 $ 6,906,822 94 Table of Contents BYLINE BANCORP, INC.
AND SUBSIDIARIES NOTES TO CONSOLIDATED FINANCIAL STATEMENTS (Table dollars in thousands, except share and per share data) Note 5—Loans and Lease Receivables and Allowance for Credit Losses (continued) December 31, 2024 Term loans amortized cost by origination year Revolving Total 2024 2023 2022 2021 2020 Prior Loans Loans Commercial Real Estate Pass $ 317,250 $ 216,761 $ 412,057 $ 456,671 $ 216,103 $ 427,163 $ 13,741 $ 2,059,746 Watch 5,865 36,337 18,184 37,623 32,658 73,394 — 204,061 Special Mention 125 6,546 3,841 6,040 2,531 24,580 — 43,663 Substandard — 827 4,247 9,376 2,829 29,668 — 46,947 Total $ 323,240 $ 260,471 $ 438,329 $ 509,710 $ 254,121 $ 554,805 $ 13,741 $ 2,354,417 Gross charge-offs, year ended December 31, 2024 $ — $ 1,425 $ 598 $ 282 $ 717 $ 2,660 $ — $ 5,682 Residential Real Estate Pass $ 42,468 $ 70,603 $ 123,124 $ 116,874 $ 47,982 $ 219,558 $ 59,323 $ 679,932 Watch — 592 15,890 — 14,005 9,395 1,448 41,330 Special Mention — — — — 1,351 — — 1,351 Substandard — 575 27 95 186 1,593 1,013 3,489 Total $ 42,468 $ 71,770 $ 139,041 $ 116,969 $ 63,524 $ 230,546 $ 61,784 $ 726,102 Gross charge-offs, year ended December 31, 2024 $ — $ — $ — $ — $ — $ — $ — $ — Construction, Land Development, & Other Land Pass $ 61,645 $ 143,414 $ 104,421 $ 87,816 $ 22,188 $ 2,800 $ 345 $ 422,629 Watch — 2,279 33,871 13,418 — 3,067 — 52,635 Special Mention — 2,566 1,070 10,369 — — — 14,005 Substandard — — — — — — — — Total $ 61,645 $ 148,259 $ 139,362 $ 111,603 $ 22,188 $ 5,867 $ 345 $ 489,269 Gross charge-offs, year ended December 31, 2024 $ — $ — $ — $ — $ — $ — $ — $ — Commercial & Industrial Pass $ 399,247 $ 403,346 $ 463,495 $ 235,788 $ 83,485 $ 167,959 $ 512,779 $ 2,266,099 Watch 1,326 60,040 35,588 31,619 1,991 19,758 63,114 213,436 Special Mention — 1,298 8,100 21,605 2,951 11,797 30,515 76,266 Substandard 920 5,838 26,235 6,682 2,564 12,690 6,403 61,332 Total $ 401,493 $ 470,522 $ 533,418 $ 295,694 $ 90,991 $ 212,204 $ 612,811 $ 2,617,133 Gross charge-offs, year ended December 31, 2024 $ 184 $ 4,695 $ 5,917 $ 2,664 $ 1,754 $ 12,919 $ — $ 28,133 Installment and Other Pass $ 723 $ 298 $ 76 $ 33 $ 1 $ 368 $ 2,438 $ 3,937 Watch — — — — — — 4 4 Special Mention — — — — — — — — Substandard — — — 23 — — 2 25 Total $ 723 $ 298 $ 76 $ 56 $ 1 $ 368 $ 2,444 $ 3,966 Gross charge-offs, year ended December 31, 2024 $ — $ — $ — $ — $ — $ 1 $ — $ 1 Lease Financing Receivables Pass $ 281,246 $ 237,739 $ 130,877 $ 50,196 $ 11,905 $ 218 $ — $ 712,181 Watch 280 658 41 — 6 — — 985 Special Mention — — — — 116 — — 116 Substandard 66 598 1,211 765 13 — — 2,653 Total $ 281,592 $ 238,995 $ 132,129 $ 50,961 $ 12,040 $ 218 $ — $ 715,935 Gross charge-offs, year ended December 31, 2024 $ — $ 863 $ 799 $ 649 $ 190 $ 34 $ — $ 2,535 Total Loans and Leases Pass $ 1,102,579 $ 1,072,161 $ 1,234,050 $ 947,378 $ 381,664 $ 818,066 $ 588,626 $ 6,144,524 Watch 7,471 99,906 103,574 82,660 48,660 105,614 64,566 512,451 Special Mention 125 10,410 13,011 38,014 6,949 36,377 30,515 135,401 Substandard 986 7,838 31,720 16,941 5,592 43,951 7,418 114,446 Total $ 1,111,161 $ 1,190,315 $ 1,382,355 $ 1,084,993 $ 442,865 $ 1,004,008 $ 691,125 $ 6,906,822 Gross charge-offs, year ended December 31, 2024 $ 184 $ 6,983 $ 7,314 $ 3,595 $ 2,661 $ 15,614 $ — $ 36,351 92 Table of Contents BYLINE BANCORP, INC.
AND SUBSIDIARIES NOTES TO CONSOLIDATED FINANCIAL STATEMENTS (Table dollars in thousands, except share and per share data) Note 5—Loans and Lease Receivables and Allowance for Credit Losses (continued) December 31, 2024 Term loans amortized cost by origination year Revolving Total 2024 2023 2022 2021 2020 Prior Loans Loans Commercial Real Estate Pass $ 317,250 $ 216,761 $ 412,057 $ 456,671 $ 216,103 $ 427,163 $ 13,741 $ 2,059,746 Watch 5,865 36,337 18,184 37,623 32,658 73,394 — 204,061 Special Mention 125 6,546 3,841 6,040 2,531 24,580 — 43,663 Substandard — 827 4,247 9,376 2,829 29,668 — 46,947 Total $ 323,240 $ 260,471 $ 438,329 $ 509,710 $ 254,121 $ 554,805 $ 13,741 $ 2,354,417 Gross charge-offs, year ended December 31, 2024 $ — $ 1,425 $ 598 $ 282 $ 717 $ 2,660 $ — $ 5,682 Residential Real Estate Pass $ 42,468 $ 70,603 $ 123,124 $ 116,874 $ 47,982 $ 219,558 $ 59,323 $ 679,932 Watch — 592 15,890 — 14,005 9,395 1,448 41,330 Special Mention — — — — 1,351 — — 1,351 Substandard — 575 27 95 186 1,593 1,013 3,489 Total $ 42,468 $ 71,770 $ 139,041 $ 116,969 $ 63,524 $ 230,546 $ 61,784 $ 726,102 Gross charge-offs, year ended December 31, 2024 $ — $ — $ — $ — $ — $ — $ — $ — Construction, Land Development, & Other Land Pass $ 61,645 $ 143,414 $ 104,421 $ 87,816 $ 22,188 $ 2,800 $ 345 $ 422,629 Watch — 2,279 33,871 13,418 — 3,067 — 52,635 Special Mention — 2,566 1,070 10,369 — — — 14,005 Substandard — — — — — — — — Total $ 61,645 $ 148,259 $ 139,362 $ 111,603 $ 22,188 $ 5,867 $ 345 $ 489,269 Gross charge-offs, year ended December 31, 2024 $ — $ — $ — $ — $ — $ — $ — $ — Commercial & Industrial Pass $ 399,247 $ 403,346 $ 463,495 $ 235,788 $ 83,485 $ 167,959 $ 512,779 $ 2,266,099 Watch 1,326 60,040 35,588 31,619 1,991 19,758 63,114 213,436 Special Mention — 1,298 8,100 21,605 2,951 11,797 30,515 76,266 Substandard 920 5,838 26,235 6,682 2,564 12,690 6,403 61,332 Total $ 401,493 $ 470,522 $ 533,418 $ 295,694 $ 90,991 $ 212,204 $ 612,811 $ 2,617,133 Gross charge-offs, year ended December 31, 2024 $ 184 $ 4,695 $ 5,917 $ 2,664 $ 1,754 $ 12,919 $ — $ 28,133 Installment and Other Pass $ 723 $ 298 $ 76 $ 33 $ 1 $ 368 $ 2,438 $ 3,937 Watch — — — — — — 4 4 Special Mention — — — — — — — — Substandard — — — 23 — — 2 25 Total $ 723 $ 298 $ 76 $ 56 $ 1 $ 368 $ 2,444 $ 3,966 Gross charge-offs, year ended December 31, 2024 $ — $ — $ — $ — $ — $ 1 $ — $ 1 Lease Financing Receivables Pass $ 281,246 $ 237,739 $ 130,877 $ 50,196 $ 11,905 $ 218 $ — $ 712,181 Watch 280 658 41 — 6 — — 985 Special Mention — — — — 116 — — 116 Substandard 66 598 1,211 765 13 — — 2,653 Total $ 281,592 $ 238,995 $ 132,129 $ 50,961 $ 12,040 $ 218 $ — $ 715,935 Gross charge-offs, year ended December 31, 2024 $ — $ 863 $ 799 $ 649 $ 190 $ 34 $ — $ 2,535 Total Loans and Leases Pass $ 1,102,579 $ 1,072,161 $ 1,234,050 $ 947,378 $ 381,664 $ 818,066 $ 588,626 $ 6,144,524 Watch 7,471 99,906 103,574 82,660 48,660 105,614 64,566 512,451 Special Mention 125 10,410 13,011 38,014 6,949 36,377 30,515 135,401 Substandard 986 7,838 31,720 16,941 5,592 43,951 7,418 114,446 Total $ 1,111,161 $ 1,190,315 $ 1,382,355 $ 1,084,993 $ 442,865 $ 1,004,008 $ 691,125 $ 6,906,822 Gross charge-offs, year ended December 31, 2024 $ 184 $ 6,983 $ 7,314 $ 3,595 $ 2,661 $ 15,614 $ — $ 36,351 For the years ended December 31, 2025 and 2024, there were no loans or leases which were risk rated Doubtful or Loss. 92 Table of Contents BYLINE BANCORP, INC.
Government agencies 22 13,629 ( 33 ) 120,222 ( 15,393 ) 133,851 ( 15,426 ) Obligations of states, municipalities and political subdivisions 79 20,271 ( 418 ) 49,154 ( 4,641 ) 69,425 ( 5,059 ) Residential mortgage-backed securities Agency 129 183,980 ( 3,879 ) 472,665 ( 96,031 ) 656,645 ( 99,910 ) Non-agency 22 37,882 ( 1,361 ) 91,303 ( 21,192 ) 129,185 ( 22,553 ) Commercial mortgage-backed securities Agency 53 63,959 ( 1,887 ) 139,283 ( 33,280 ) 203,242 ( 35,167 ) Corporate securities 21 2,470 ( 21 ) 35,992 ( 2,140 ) 38,462 ( 2,161 ) Asset-backed securities 1 — — 5,829 ( 1,170 ) 5,829 ( 1,170 ) Total 334 $ 331,999 $ ( 7,614 ) $ 937,210 $ ( 174,045 ) $ 1,269,209 $ ( 181,659 ) Less than 12 Months 12 Months or Longer Total 2023 # of Securities Fair Value Unrealized Losses Fair Value Unrealized Losses Fair Value Unrealized Losses Available-for-sale U.S.
Government agencies 22 13,629 ( 33 ) 120,222 ( 15,393 ) 133,851 ( 15,426 ) Obligations of states, municipalities and political subdivisions 79 20,271 ( 418 ) 49,154 ( 4,641 ) 69,425 ( 5,059 ) Residential mortgage-backed securities Agency 129 183,980 ( 3,879 ) 472,665 ( 96,031 ) 656,645 ( 99,910 ) Non-agency 22 37,882 ( 1,361 ) 91,303 ( 21,192 ) 129,185 ( 22,553 ) Commercial mortgage-backed securities Agency 53 63,959 ( 1,887 ) 139,283 ( 33,280 ) 203,242 ( 35,167 ) Corporate securities 21 2,470 ( 21 ) 35,992 ( 2,140 ) 38,462 ( 2,161 ) Asset-backed securities 1 — — 5,829 ( 1,170 ) 5,829 ( 1,170 ) Total 334 $ 331,999 $ ( 7,614 ) $ 937,210 $ ( 174,045 ) $ 1,269,209 $ ( 181,659 ) Certain securities have fair values less than amortized cost and, therefore, contain unrealized losses.