The calculated distance (air line) between Epsom and Leatherhead is approximately 4 miles respectively 6 kilometers.
By car or train, the actual journey to Leatherhead is certainly longer, as only the direct route (as the crow flies) between Epsom and Leatherhead has been calculated here.
Air line (approximately)
6 kilometers
3 nautical miles