Horse Ridge is a ridge located in Avery County, North Carolina. It appears on the Elk Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,541.57 feet (1,079.47 m) above sea level. The nearest populated place is Flat Springs, approximately 0.5 miles to the NE.