The calculated distance (air line) between Tokorozawa and Yashio is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to Yashio is certainly longer, as only the direct route (as the crow flies) between Tokorozawa and Yashio has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles