The calculated distance (air line) between Saitama and Tōkamachi is approximately 98 miles respectively 158 kilometers.
By car or train, the actual journey to Tōkamachi is certainly longer, as only the direct route (as the crow flies) between Saitama and Tōkamachi has been calculated here.