Rattlesnake Tank is a reservoir located in Doña Ana County, New Mexico. It appears on the Mount Riley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,393.31 feet (1,339.08 m) above sea level. The nearest populated place is Potrillo, approximately 11.5 miles to the SSE.