The music was the best thing about the Four Seasons and the central asset of the 'Jersey Boys' show. By concentrating on the group's personal wrangling, to the near exclusion of their songs, Clint Eastwood has jettisoned the joy and made this a one-Season movie: winter in New Jersey. And, man, that's bleak.
— Richard Corliss