The calculated distance (air line) between Owen Sound and Oakville is approximately 99 miles respectively 160 kilometers.
By car or train, the actual journey to Oakville is certainly longer, as only the direct route (as the crow flies) between Owen Sound and Oakville has been calculated here.
Air line (approximately)
160 kilometers
86 nautical miles