The calculated distance (air line) between Leatherhead and Leeds is approximately 180 miles respectively 290 kilometers.
By car or train, the actual journey to Leeds is certainly longer, as only the direct route (as the crow flies) between Leatherhead and Leeds has been calculated here.
Air line (approximately)
290 kilometers
156 nautical miles