The calculated distance (air line) between Dumfries and Edinburgh is approximately 63 miles respectively 102 kilometers.
By car or train, the actual journey to Edinburgh is certainly longer, as only the direct route (as the crow flies) between Dumfries and Edinburgh has been calculated here.