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STOCKHOLDERS' EQUITY (Tables) | 9 Months Ended
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Sep. 30, 2025
Equity [Abstract] |
Schedule of Capital Structure | The following summarizes the capital structure of Triumph Financial, Inc. Preferred Stock Series C
(Dollars in thousands, except per share amounts) |  | September 30, 2025 |  | December 31, 2024
Shares authorized |  | 51,750 |  |  | 51,750 |
Shares issued |  | 45,000 |  |  | 45,000 |
Shares outstanding |  | 45,000 |  |  | 45,000 |
Par value per share |  | $ | 0.01 |  |  | $ | 0.01 |
Liquidation preference per share |  | $ | 1,000 |  |  | $ | 1,000 |
Liquidation preference amount |  | $ | 45,000 |  |  | $ | 45,000 |
Dividend rate |  | 7.125 | % |  | 7.125 | %
Dividend payment dates |  | Quarterly |  | Quarterly
Common Stock
(Dollars in thousands, except per share amounts) |  | September 30, 2025 |  | December 31, 2024
Shares authorized |  | 50,000,000 |  |  | 50,000,000 |
Shares issued |  | 29,533,842 |  |  | 29,121,213 |
Treasury shares |  | (5,770,441) |  |  | (5,729,802) |
Shares outstanding |  | 23,763,401 |  |  | 23,391,411 |
Par value per share |  | $ | 0.01 |  |  | $ | 0.01 |

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- Definition Tabular disclosure of an entity's capital units or capital shares, including the value of capital units or capital shares, units authorized, units outstanding and other information necessary to a fair presentation. + References No definition available. + Details
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