The calculated distance (air line) between Southam and Hardingstone is approximately 21 miles respectively 35 kilometers.
By car or train, the actual journey to Hardingstone is certainly longer, as only the direct route (as the crow flies) between Southam and Hardingstone has been calculated here.
Air line (approximately)
35 kilometers
19 nautical miles