The calculated distance (air line) between Leatherhead and Reading is approximately 30 miles respectively 48 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Leatherhead and Reading has been calculated here.
Air line (approximately)
48 kilometers
26 nautical miles