The calculated distance (air line) between Winchester and Southampton is approximately 12 miles respectively 19 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Winchester and Southampton has been calculated here.
Air line (approximately)
19 kilometers
10 nautical miles