The calculated distance (air line) between Kokubunji and Uenohara is approximately 21 miles respectively 34 kilometers.
By car or train, the actual journey to Uenohara is certainly longer, as only the direct route (as the crow flies) between Kokubunji and Uenohara has been calculated here.