If the question was, "Which podcast contains the words 'Bang!' and 'Pow!' most frequently?" it'd probably be a toss-up between WTF with Marc Maron and OMG with Adam West. Fortunately, The Comedy Awards are more interested in discovering which comedy podcast is the best.
WTF with Marc Maron is the comedy podcast trail-blazer. Since its inception in 2009, WTF has helped legitimize and popularize the medium. If you've somehow never heard a single episode (GET OUT!) here's a short sample from the Chris Rock interview.
Check out all the nominees for Best Comedy Podcast, then vote for your favorite!