The calculated distance (air line) between Yoshida-kasugachō and Saitama is approximately 130 miles respectively 209 kilometers.
By car or train, the actual journey to Saitama is certainly longer, as only the direct route (as the crow flies) between Yoshida-kasugachō and Saitama has been calculated here.
Air line (approximately)
209 kilometers
113 nautical miles