The calculated distance (air line) between Warrandyte and Geelong is approximately 55 miles respectively 88 kilometers.
By car or train, the actual journey to Geelong is certainly longer, as only the direct route (as the crow flies) between Warrandyte and Geelong has been calculated here.
Air line (approximately)
88 kilometers
48 nautical miles