The calculated distance (air line) between Saitama and Fukuroi is approximately 127 miles respectively 204 kilometers.
By car or train, the actual journey to Fukuroi is certainly longer, as only the direct route (as the crow flies) between Saitama and Fukuroi has been calculated here.