Andy Lake is a lake located in St. Louis County, Minnesota. It appears on the Saginaw USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,302.85 feet (397.11 m) above sea level. The nearest populated place is Grand Lake, approximately 2.0 miles to the NE.