The calculated distance (air line) between Saitama and Ōgaki is approximately 175 miles respectively 282 kilometers.
By car or train, the actual journey to Ōgaki is certainly longer, as only the direct route (as the crow flies) between Saitama and Ōgaki has been calculated here.