I don't know how much it cost to make BBT in the early days, but it has reached the level that all longstanding sitcoms do in their final years when the actors keep notching up their asking price to stay on board. So I really don't think it's fair to call BBT "extremely cheap"
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Weren't the Friends cast picking up a million per episode for Season 10?