The calculated distance (air line) between East Melbourne and Pakenham is approximately 32 miles respectively 51 kilometers.
By car or train, the actual journey to Pakenham is certainly longer, as only the direct route (as the crow flies) between East Melbourne and Pakenham has been calculated here.
Air line (approximately)
51 kilometers
28 nautical miles