Compared to the Atlantic Butterfish, the Atlantic Bumper exhibits a deeper body. Atlantic Bumper also have a darkened spot on their caudal peduncle (just before tail) as well as a notched dorsal fin. Atlantic Butterfish have one un-notched dorsal fin.