The calculated distance (air line) between Melbourne and Williamstown is approximately 5 miles respectively 8 kilometers.
By car or train, the actual journey to Williamstown is certainly longer, as only the direct route (as the crow flies) between Melbourne and Williamstown has been calculated here.
Air line (approximately)
8 kilometers
4 nautical miles