Cleveland Heights is a ridge located in Henderson County, North Carolina. It appears on the Standingstone Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,031.50 feet (924.00 m) above sea level. The nearest populated place is Gap Creek, approximately 1.3 miles to the SE.