Yes, winnings from the gambling games are taxable in DE at the rate of 25%, according to IRS. The poker wins and horse race betting wins are to be reported separately. IRS also allows deducting the gambling losses from taxable income; thus, you must report the losses as well, honestly, to get the relaxation.