Sugar Loaf is a summit located in Hardin County, Kentucky. It appears on the Pitts Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 689.19 feet (210.07 m) above sea level. The nearest populated place is Pitts Point, approximately 1.4 miles to the NNE.