The calculated distance (air line) between Stone and Southampton is approximately 95 miles respectively 152 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Stone and Southampton has been calculated here.
Air line (approximately)
152 kilometers
82 nautical miles