Stony Point is a cliff located in Muhlenberg County, Kentucky. It appears on the Drakesboro USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 450.08 feet (137.18 m) above sea level. The nearest populated place is Ebenezer, approximately 1.7 miles to the NE.