Sugar Ridge is a ridge located in Caldwell County, Kentucky. It appears on the Dalton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 398.18 feet (121.37 m) above sea level. The nearest populated place is Harper Ford, approximately 0.8 miles to the W.