The calculated distance (air line) between Kumagaya and Chichibu is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to Chichibu is certainly longer, as only the direct route (as the crow flies) between Kumagaya and Chichibu has been calculated here.