The History of the Hollywood Casino Amphitheatre With a capacity of 20,000 and a sometimes rocky but always rocking history, the Hollywood Casino Amphitheatre has been in the thick of it for almost thirty years. Louis suburb of Maryland Heights, Missouri, just a stone’s throw from the Missouri River, there’s a heck of an outdoor concert pavilion.