Hollywood Gaming at Dayton Raceway is a racino in Dayton, Ohio, United States. It was originally established in 1959 as Raceway Park in Toledo, Ohio, hosting car racing and thoroughbred racing. It is owned by Gaming and Leisure Properties and operated by Penn Entertainment.