The calculated distance (air line) between Tokorozawa and Kawagoe is approximately 8 miles respectively 12 kilometers.
By car or train, the actual journey to Kawagoe is certainly longer, as only the direct route (as the crow flies) between Tokorozawa and Kawagoe has been calculated here.
Air line (approximately)
12 kilometers
7 nautical miles