The calculated distance (air line) between Kumagaya and Okegawa is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Okegawa is certainly longer, as only the direct route (as the crow flies) between Kumagaya and Okegawa has been calculated here.