The calculated distance (air line) between Blaenavon and Cardiff is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Blaenavon and Cardiff has been calculated here.