The calculated distance (air line) between Earls Barton and Cardiff is approximately 117 miles respectively 188 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Earls Barton and Cardiff has been calculated here.
Air line (approximately)
188 kilometers
102 nautical miles