The calculated distance (air line) between Leatherhead and Ashford is approximately 11 miles respectively 17 kilometers.
By car or train, the actual journey to Ashford is certainly longer, as only the direct route (as the crow flies) between Leatherhead and Ashford has been calculated here.
Air line (approximately)
17 kilometers
9 nautical miles