 "Variety" remarked that "Creep" "could have been more effective if Duplass’ performance were a shade more ambiguous, and the audience had a chance to at least fleetingly believe Josef might be telling the truth" but that "despite the blatancy of his character’s ulterior motives, Duplass scores a considerable impact by making the most of the aforementioned plot twists.