Walters Lake is a lake located in Eddy County, New Mexico. It appears on the Hackberry Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,391.87 feet (1,033.84 m) above sea level. The nearest populated place is Loco Hills, approximately 6.7 miles to the NNW.