The calculated distance (air line) between Saitama and Tokorozawa is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Tokorozawa is certainly longer, as only the direct route (as the crow flies) between Saitama and Tokorozawa has been calculated here.
Air line (approximately)
21 kilometers
11 nautical miles