The calculated distance (air line) between Mount Eliza and Melbourne is approximately 26 miles respectively 42 kilometers.
By car or train, the actual journey to Melbourne is certainly longer, as only the direct route (as the crow flies) between Mount Eliza and Melbourne has been calculated here.
Air line (approximately)
42 kilometers
23 nautical miles