Sugar Loaf Mountain is a summit located in Cleburne County, Arkansas. It appears on the West Pangburn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 686.96 feet (209.39 m) above sea level. The nearest populated place is Heber Springs, approximately 2.6 miles to the W.