The calculated distance (air line) between East Melbourne and Point Cook is approximately 15 miles respectively 23 kilometers.
By car or train, the actual journey to Point Cook is certainly longer, as only the direct route (as the crow flies) between East Melbourne and Point Cook has been calculated here.
Air line (approximately)
23 kilometers
13 nautical miles