The calculated distance (air line) between Muikamachi and Saitama is approximately 91 miles respectively 146 kilometers.
By car or train, the actual journey to Saitama is certainly longer, as only the direct route (as the crow flies) between Muikamachi and Saitama has been calculated here.
Air line (approximately)
146 kilometers
79 nautical miles