The calculated distance (air line) between Rochester and Southampton is approximately 89 miles respectively 144 kilometers.
By car or train, the actual journey to Southampton is certainly longer, as only the direct route (as the crow flies) between Rochester and Southampton has been calculated here.
Air line (approximately)
144 kilometers
78 nautical miles