Hermit Lake is a lake located in Madison County, Montana. It appears on the Willow Swamp USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,574.67 feet (2,613.56 m) above sea level. The nearest populated place is Beacon Point, approximately 3.8 miles to the E.