 The Seabiscuit/War Admiral race originally held at Pimlico race  track was actually filmed on location at Keeneland race track in  Lexington, Kentucky. The track, as well as some of the surrounding  area, had to take on some minor cosmetic changes in order to  accurately reflect the time period.