The calculated distance (air line) between Covington and Stone Mountain is approximately 23 miles respectively 37 kilometers.
By car or train, the actual journey to Stone Mountain is certainly longer, as only the direct route (as the crow flies) between Covington and Stone Mountain has been calculated here.
Air line (approximately)
37 kilometers
20 nautical miles