The calculated distance (air line) between Yokohama and Fuefuki is approximately 59 miles respectively 94 kilometers.
By car or train, the actual journey to Fuefuki is certainly longer, as only the direct route (as the crow flies) between Yokohama and Fuefuki has been calculated here.