As with most of the Beatles' post-Sgt.
While noting Yellow Submarines status as the Beatles' only "inessential" album, Bruce Eder of AllMusic describes "Only a Northern Song" as "an odd piece of psychedelic ersatz, mixing trippiness and some personal comments".