High Quality Content by WIKIPEDIA articles! The Gotham Stakes is an American Thoroughbred horse race for three-year-old horses run in early March at Aqueduct Racetrack in Queens, New York. A Grade III event with a purse of $250,000, it is set at a distance of one and one-sixteenth miles on the dirt. The race is named for New York City which in years past was often dubbed Gotham City.