The Palm Beach Stakes is an American Thoroughbred horse race run annually in late February or early March on the turf course at Gulfstream Park in Hallandale Beach, Florida over a distance of 1 1/16 miles. A listed event open to three-year-old horses, the Palm Beach Stakes currently offers a purse of $150,000.