The calculated distance (air line) between Cranbourne East and Melbourne is approximately 28 miles respectively 45 kilometers.
By car or train, the actual journey to Melbourne is certainly longer, as only the direct route (as the crow flies) between Cranbourne East and Melbourne has been calculated here.
Air line (approximately)
45 kilometers
24 nautical miles