Stone Mountain is a summit located in Caldwell County, North Carolina. It appears on the Buffalo Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,823.83 feet (860.70 m) above sea level. The nearest populated place is Finley, approximately 2.2 miles to the WNW.