Blind Lake is a lake located in Aitkin County, Minnesota. It appears on the Esquagamah Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,215.62 feet (370.52 m) above sea level. The nearest populated place is Pine Knoll, approximately 5.1 miles to the S.