The calculated distance (air line) between Witney and Southampton is approximately 61 miles respectively 98 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Witney and Southampton has been calculated here.
Air line (approximately)
98 kilometers
53 nautical miles