Beauty Lake is a lake located in Todd County, Minnesota. It appears on the Lake Beauty USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,200.10 feet (365.79 m) above sea level. The nearest populated place is Pillsbury, approximately 5.3 miles to the S.