The calculated distance (air line) between South Melbourne and Berwick is approximately 25 miles respectively 40 kilometers.
By car or train, the actual journey to Berwick is certainly longer, as only the direct route (as the crow flies) between South Melbourne and Berwick has been calculated here.
Air line (approximately)
40 kilometers
22 nautical miles