The calculated distance (air line) between Yokohama and Kumagaya is approximately 51 miles respectively 81 kilometers.
By car or train, the actual journey to Kumagaya is certainly longer, as only the direct route (as the crow flies) between Yokohama and Kumagaya has been calculated here.