Greatest Olympic Athlete Ever With 11 gold medals, Phelps has won more golds than any athlete in history. With three races left in Beijing, Phelps could become the only Olympian to win eight golds in one Olympiad. See where he ranks among other greats. in Public bookmarkswith olympicsswimmingtrack