Parx is located in Bensalem Township in Bucks County, northeast of the city of Philadelphia. Parx Casino and Racing (formerly Philadelphia Park Racetrack and Casino) is a Thoroughbred horse racing venue and the largest casino gaming complex in Pennsylvania.