The calculated distance (air line) between Berkhamsted and Leeds is approximately 147 miles respectively 236 kilometers.
By car or train, the actual journey to Leeds is certainly longer, as only the direct route (as the crow flies) between Berkhamsted and Leeds has been calculated here.
Air line (approximately)
236 kilometers
127 nautical miles