The most expensive advertisement in history cost $70 million to make! Designed to promote casinos, the video was produced in 2015 by Martin Scorsese (who else!) and features Robert De Niro and Leonardo DiCaprio. By way of comparison, the average budget for an entire Hollywood feature film is typically between $50-100 million.