The Fury Stakes is a Canadian Thoroughbred horse race run annually at Woodbine Racetrack in Toronto, Ontario. Run in late April, the stakes race is open to three-Year-Old fillies who were foaled in the Province of Ontario. Raced over a distance of seven furlongs on Polytrack synthetic dirt, it currently offers a purse of $123,375.The Fury Stakes was first run in 1956 at Fort Erie Racetrack in Fort Erie, Ontario as a 6½ furlong sprint race. In 1970, the race was shifted to Woodbine Racetrack.