Leading Ridge is a ridge located in Blount County, Tennessee. It appears on the Cades Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,775.59 feet (846.00 m) above sea level. The nearest populated place is Red Bank, approximately 1.8 miles to the NE.