The calculated distance (air line) between Banbury and Southampton is approximately 80 miles respectively 129 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Banbury and Southampton has been calculated here.
Air line (approximately)
129 kilometers
70 nautical miles