Mud Tank is a reservoir located in Catron County, New Mexico. It appears on the Moon Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,867.65 feet (1,483.66 m) above sea level. The nearest populated place is Pleasanton, approximately 4.2 miles to the NNW.