Sugar Loaf is a summit located in Jackson County, Wisconsin. It appears on the Melrose USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,036.22 feet (315.84 m) above sea level. The nearest populated place is Disco, approximately 3.1 miles to the NNW.