The club also operates academy teams who are known collectively as Rochdale Mayfield Mustangs.

After a number of years, the club moved to the Old Bridge Inn, and played at Balderstone Park and Springhill.

The club notably played Challenge Cup games against Salford, Hunslet and Rochdale Hornets (February 2016).

This time to the Mayfield Sports Centre, Castleton, the club's current home.

In August 2020 Rochdale Mayfield incorporated the youth emblem of a mustang into their crest.