The calculated distance (air line) between Kumagaya and Tanuma is approximately 19 miles respectively 31 kilometers.
By car or train, the actual journey to Tanuma is certainly longer, as only the direct route (as the crow flies) between Kumagaya and Tanuma has been calculated here.