The calculated distance (air line) between Cardiff and Rochdale is approximately 154 miles respectively 248 kilometers.
By car or train, the actual journey to Rochdale is certainly longer, as only the direct route (as the crow flies) between Cardiff and Rochdale has been calculated here.