Little Lake is a lake located in Grant County, Minnesota. It appears on the Ashby USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,227.79 feet (374.23 m) above sea level. The nearest populated place is Ashby, approximately 0.6 miles to the NW.