Rainbow Lake is a reservoir located in Ste. Genevieve County, Missouri. It appears on the Coffman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 766.23 feet (233.55 m) above sea level. The nearest populated place is Pickel, approximately 2.2 miles to the W.