The number one most expensive television show for advertisers is...Big Bang Theory.
That makes total sense to me. The audience is young, upscale, and smart. A dream audience for advertisers. "The Voice" is #2, but they have a much bigger overall audience. #3 is another smart sitcom, "Modern Family".