Rainbow Lake is a reservoir located in Piscataquis County, Maine. It appears on the Rainbow Lake East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,048.16 feet (319.48 m) above sea level. The nearest populated place is Stephensons Landing, approximately 10.8 miles to the SE.