Casino winnings are fully taxable and can bump you into a higher tax bracket. How much you win determines how you’re taxed. The casino will take 24% of larger winnings for the IRS before paying you your lump sum. Taking winnings as an annuity over 20 or 30 years may reduce your tax burden and keep you in a lower tax bracket.