Rock Lake is a lake located in Aitkin County, Minnesota. It appears on the Palisade USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,223.13 feet (372.81 m) above sea level. The nearest populated place is McGregor, approximately 3.8 miles to the ESE.