The calculated distance (air line) between Stratford-upon-Avon and Southampton is approximately 90 miles respectively 145 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Stratford-upon-Avon and Southampton has been calculated here.
Air line (approximately)
145 kilometers
78 nautical miles