IRS Taxes Kentucky Derby Wins, But Can You Deduct Losses?

The IRS gets a nice piece of every gambling win, 37% under current law. What's more, you might not have a choice when to pay, as withholding is often required. But even if they don’t withhold, you still have to report and pay tax. Gambling losses, though, are difficult to claim.