The calculated distance (air line) between Melbourne and Collingwood is approximately 2 miles respectively 3 kilometers.
By car or train, the actual journey to Collingwood is certainly longer, as only the direct route (as the crow flies) between Melbourne and Collingwood has been calculated here.
Air line (approximately)
3 kilometers
1 nautical miles