Rattlesnake Tank is a reservoir located in Luna County, New Mexico. It appears on the Cow Springs Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,112.80 feet (1,558.38 m) above sea level. The nearest populated place is Whitewater, approximately 12.1 miles to the NNE.