Rainbow Lake is a reservoir located in Frederick County, Maryland. It appears on the Blue Ridge Summit USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 860.01 feet (262.13 m) above sea level. The nearest populated place is Eyeler (historical), approximately 1.1 miles to the SW.