The calculated distance (air line) between Saitama and Yokosuka is approximately 43 miles respectively 69 kilometers.
By car or train, the actual journey to Yokosuka is certainly longer, as only the direct route (as the crow flies) between Saitama and Yokosuka has been calculated here.