The calculated distance (air line) between Stone and Southampton is approximately 82 miles respectively 131 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)
131 kilometers
71 nautical miles