The calculated distance (air line) between Cardiff and Blackpool is approximately 162 miles respectively 260 kilometers.
By car or train, the actual journey to Blackpool is certainly longer, as only the direct route (as the crow flies) between Cardiff and Blackpool has been calculated here.