The calculated distance (air line) between Ōyama and Tokyo is approximately 112 miles respectively 180 kilometers.
By car or train, the actual journey to Tokyo is certainly longer, as only the direct route (as the crow flies) between Ōyama and Tokyo has been calculated here.