Cedar Lake is a lake located in Eddy County, New Mexico. It appears on the Loco Hills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,534.01 feet (1,077.17 m) above sea level. The nearest populated place is Loco Hills, approximately 2.7 miles to the WNW.