The calculated distance (air line) between Caroline Springs and Pakenham is approximately 46 miles respectively 74 kilometers.
By car or train, the actual journey to Pakenham is certainly longer, as only the direct route (as the crow flies) between Caroline Springs and Pakenham has been calculated here.
Air line (approximately)
74 kilometers
40 nautical miles