The calculated distance (air line) between Tokyo and Tokorozawa is approximately 15 miles respectively 24 kilometers.
By car or train, the actual journey to Tokorozawa is certainly longer, as only the direct route (as the crow flies) between Tokyo and Tokorozawa has been calculated here.
Air line (approximately)
24 kilometers
13 nautical miles