The calculated distance (air line) between Leatherhead and Leicester is approximately 99 miles respectively 159 kilometers.
By car or train, the actual journey to Leicester is certainly longer, as only the direct route (as the crow flies) between Leatherhead and Leicester has been calculated here.
Air line (approximately)
159 kilometers
86 nautical miles