Rock Lake is a lake located in Sanders County, Montana. It appears on the Elephant Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,952.72 feet (1,509.59 m) above sea level. The nearest populated place is Noxon, approximately 8.3 miles to the SW.