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