The calculated distance (air line) between Evesham and Southampton is approximately 85 miles respectively 137 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Evesham and Southampton has been calculated here.
Air line (approximately)
137 kilometers
74 nautical miles