The calculated distance (air line) between Saitama and Fuefuki is approximately 60 miles respectively 97 kilometers.
By car or train, the actual journey to Fuefuki is certainly longer, as only the direct route (as the crow flies) between Saitama and Fuefuki has been calculated here.