The calculated distance (air line) between Shepperton and Leatherhead is approximately 8 miles respectively 14 kilometers.
By car or train, the actual journey to Leatherhead is certainly longer, as only the direct route (as the crow flies) between Shepperton and Leatherhead has been calculated here.
Air line (approximately)
14 kilometers
7 nautical miles