Boardwalk Empire

$5 million/episode

The pilot episode cost $18 million, since they recreated a 1920s Atlantic City boardwalk. They had authentic music, cars, clothes, and guns all from the days of the flappers. Not to mention it was directed by Martin Scorsese.