The calculated distance (air line) between Hakuba and Tokyo is approximately 124 miles respectively 199 kilometers.
By car or train, the actual journey to Tokyo is certainly longer, as only the direct route (as the crow flies) between Hakuba and Tokyo has been calculated here.