The calculated distance (air line) between Hengoed and Cardiff is approximately 12 miles respectively 19 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Hengoed and Cardiff has been calculated here.