The calculated distance (air line) between Kawagoe and Kumagaya is approximately 17 miles respectively 27 kilometers.
By car or train, the actual journey to Kumagaya is certainly longer, as only the direct route (as the crow flies) between Kawagoe and Kumagaya has been calculated here.