Yes, all online gambling winnings in Maryland are subject to federal and state taxes. There is a standard 24% federal tax rate on all winnings. This includes winnings from casinos, poker rooms, VLTs, horse racing, poker tournaments, social Maryland gambling sites, and the lottery.