The calculated distance (air line) between Ninomiya and Tokyo is approximately 36 miles respectively 58 kilometers.
By car or train, the actual journey to Tokyo is certainly longer, as only the direct route (as the crow flies) between Ninomiya and Tokyo has been calculated here.