The calculated distance (air line) between Leatherhead and Cardiff is approximately 123 miles respectively 199 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Leatherhead and Cardiff has been calculated here.
Air line (approximately)
199 kilometers
107 nautical miles