Kaiser Lake is a lake located in Eddy County, New Mexico. It appears on the Lake McMillan North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,280.89 feet (1,000.02 m) above sea level. The nearest populated place is Dayton, approximately 4.6 miles to the W.