The calculated distance (air line) between Harpenden and Southampton is approximately 78 miles respectively 125 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Harpenden and Southampton has been calculated here.
Air line (approximately)
125 kilometers
67 nautical miles