The calculated distance (air line) between Chertsey and Cardiff is approximately 115 miles respectively 186 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Chertsey and Cardiff has been calculated here.