The calculated distance (air line) between Uenohara and Tokyo is approximately 33 miles respectively 53 kilometers.
By car or train, the actual journey to Tokyo is certainly longer, as only the direct route (as the crow flies) between Uenohara and Tokyo has been calculated here.