The calculated distance (air line) between Fujikawaguchiko and Saitama is approximately 62 miles respectively 99 kilometers.
By car or train, the actual journey to Saitama is certainly longer, as only the direct route (as the crow flies) between Fujikawaguchiko and Saitama has been calculated here.
Air line (approximately)
99 kilometers
53 nautical miles