The calculated distance (air line) between Saitama and Shirakawa is approximately 90 miles respectively 145 kilometers.
By car or train, the actual journey to Shirakawa is certainly longer, as only the direct route (as the crow flies) between Saitama and Shirakawa has been calculated here.