The calculated distance (air line) between Irvine and Edinburgh is approximately 61 miles respectively 98 kilometers.
By car or train, the actual journey to Edinburgh is certainly longer, as only the direct route (as the crow flies) between Irvine and Edinburgh has been calculated here.