The calculated distance (air line) between Hexham and Edinburgh is approximately 80 miles respectively 129 kilometers.
By car or train, the actual journey to Edinburgh is certainly longer, as only the direct route (as the crow flies) between Hexham and Edinburgh has been calculated here.