The calculated distance (air line) between Bargoed and Southampton is approximately 96 miles respectively 154 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Bargoed and Southampton has been calculated here.
Air line (approximately)
154 kilometers
83 nautical miles