Rome (2005-2007)
Cost/episode: $10 million at the time; $13.14 million after inflation.
HBO opened up their pockets for this show, filming on location in Italy, having handmade costumes and custom armour built for the actors, and throwing as much historical accuracy in, as they could.
Was totally worth it, but still too expensive for HBO to keep.