Mud Lake is a lake located in Sierra County, New Mexico. It appears on the Victorio Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,661.91 feet (2,335.35 m) above sea level. The nearest populated place is Hermosa, approximately 5.9 miles to the NNE.