The calculated distance (air line) between Blandford Forum and Southampton is approximately 33 miles respectively 53 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Blandford Forum and Southampton has been calculated here.
Air line (approximately)
53 kilometers
29 nautical miles