Bay Lake is a lake located in Aitkin County, Minnesota. It appears on the Vanduse Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,296.88 feet (395.29 m) above sea level. The nearest populated place is Ball Bluff, approximately 3.8 miles to the NNW.