"Seaman 1st Class" is the fifth comedy album by Kathy Griffin, who has been nominated in this category every year since 2008, but she has yet to win.
"Rize of the Fenix" is the third studio album by comedy-music duo Tenacious D. They have no previous Grammy wins.
"Mr. Universe" is the eighth comedy album by Jim Gaffigan. He has no previous Grammy wins.
"In God We Rust" is the latest comedy album by Lewis Black, who has two previous Grammy wins in this category.
"Cho Dependent" is the sixth album by Margaret Cho, but the first music album. She has no previous Grammy wins.
"Blow Your Pants Off" is the second comedy album by Jimmy Fallon. He has never won a Grammy.