Horse Mountain is a summit located in Wheeler County, Oregon. It appears on the Toney Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,269.21 feet (1,301.26 m) above sea level. The nearest populated place is Waldron (historical), approximately 4.2 miles to the NE.