"The Stooge" was filmed between February 19 and March 24, 1951, and although it was filmed before two other Martin and Lewis films, "Sailor Beware" and "Jumping Jacks", this film was withheld from distribution by Paramount because they were concerned about the audience's reaction to the way Martin treated Lewis in the movie.