Never Gonna Dance has won several awards for its outstanding choreography and orchestrations. Jerry Mitchell received the Outstanding Choreography award from the Outer Critics Circle Awards and the Drama Desk Awards. Additionally, Harold Wheeler won the Outstanding Orchestrations award from the Drama Desk Awards.