The calculated distance (air line) between Cardiff and Caerleon is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Caerleon is certainly longer, as only the direct route (as the crow flies) between Cardiff and Caerleon has been calculated here.