Caney Ridge is a ridge located in Greene County, Tennessee. It appears on the Stony Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,007.87 feet (612.00 m) above sea level. The nearest populated place is Pine Grove, approximately 2.0 miles to the ESE.