High Quality Content by WIKIPEDIA articles! The Oak Leaf Stakes is an American Thoroughbred horse race held annually at the end of September at Santa Anita Park in Arcadia, California. It is restricted to two-year-old fillies. The Grade I race is contested at a distance of one and one-sixteenth miles on the main track at Santa Anita Park in Arcadia, California.