Barbaro Stakes at Pimlico Race Course Tags: Horse Race, Race.The Barbaro Stakes is an American Thoroughbred horse race for three-year olds held annually at Pimlico Race Course in Baltimore Maryland. It is run as part of the undercard for the Preakness Stakes the second leg of the U.S. Triple Crown series. location Maryland, Pimlico Race Course, Baltimore Learn more... Loading...