The calculated distance (air line) between Tokorozawa and Kasukabe is approximately 20 miles respectively 33 kilometers.
By car or train, the actual journey to Kasukabe is certainly longer, as only the direct route (as the crow flies) between Tokorozawa and Kasukabe has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles