The calculated distance (air line) between Peebles and Edinburgh is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to Edinburgh is certainly longer, as only the direct route (as the crow flies) between Peebles and Edinburgh has been calculated here.