The calculated distance (air line) between Southampton and Salisbury is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to Salisbury is certainly longer, as only the direct route (as the crow flies) between Southampton and Salisbury has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles