The calculated distance (air line) between Ōtsuki and Saitama is approximately 43 miles respectively 70 kilometers.
By car or train, the actual journey to Saitama is certainly longer, as only the direct route (as the crow flies) between Ōtsuki and Saitama has been calculated here.