The calculated distance (air line) between Ferndale and Cardiff is approximately 17 miles respectively 27 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Ferndale and Cardiff has been calculated here.