“Double down” comes from blackjack, where you double your bet after seeing your...

https://www.easybookmarkings.win/double-down-comes-straight-from-blackjack-you-double-your-bet-mid-game

“Double down” comes from blackjack, where you double your bet after seeing your first two cards—either confident or desperate to win