The calculated distance (air line) between Yokohama and Gotenba is approximately 41 miles respectively 65 kilometers.
By car or train, the actual journey to Gotenba is certainly longer, as only the direct route (as the crow flies) between Yokohama and Gotenba has been calculated here.