Arcadia Santa Anita Park: A day at the races With the San Gabriel Mountains as a backdrop, Santa Anita Park is widely considered one of the most beautiful horse racing tracks in the world and served as the location for much of Seabiscuit the movie. Santa Anita Park: A day at the races