Whereas many racehorses are renowned for their incredible winning careers, there’s one racehorse who is known for just the opposite. Zippy Chippy, a 1991 Thoroughbred gelding, lost an incredible 100 races during his racing career, the 100 th race being at the Northampton Fair in Northampton, Massachusetts on September 10, 2004.