In practice, there is a 24 percent federal withholding of the gross prize, plus the remaining tax, based on your filing status. For example, if your gross prize is $1,000,000, you need to pay $334,072 in total taxes ($240,000 federal withholding, plus the remaining $94,072 for single filing status in 2021).