The calculated distance (air line) between Reading and Northampton is approximately 55 miles respectively 88 kilometers.
By car or train, the actual journey to Northampton is certainly longer, as only the direct route (as the crow flies) between Reading and Northampton has been calculated here.
Air line (approximately)
88 kilometers
48 nautical miles