The film also starred newcomer Stella Stevens who was Darin's love interest and put Bobby's character jazz musician "Ghost" Wakefield through a lot of agony.

Too Late Blues received negative reviews despite Bobby's outstanding performance. However, it was a surprise that Darin did not sing in this film.