How Do They Come Up With Horse Racing Odds? Playing the ponies pivots entirely on what odds each horse has. The horse racing odds determine whether the bet is worth making or how much you can make should that horse win. But how does each track come up with horse racing odds? Meet the Track Handicapper Horse racing odds are often determined entirely by the tracks’ handicapper, who sometimes also doubles as the track announcer.