Sugar Loaf Valley is a valley located in Jackson County, Wisconsin. It appears on the Melrose USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 877.02 feet (267.32 m) above sea level. The nearest populated place is Disco, approximately 2.4 miles to the NNW.