Cleveland Cliffs Lake is a lake located in Luce County, Michigan. It appears on the Auger Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 800.91 feet (244.12 m) above sea level. The nearest populated place is Eightmile Corner, approximately 3.4 miles to the SSW.