The calculated distance (air line) between Northampton and Southam is approximately 21 miles respectively 34 kilometers.
By car or train, the actual journey to Southam is certainly longer, as only the direct route (as the crow flies) between Northampton and Southam has been calculated here.
Air line (approximately)
34 kilometers
19 nautical miles