The calculated distance (air line) between Machida and Hiratsuka is approximately 16 miles respectively 26 kilometers.
By car or train, the actual journey to Hiratsuka is certainly longer, as only the direct route (as the crow flies) between Machida and Hiratsuka has been calculated here.