Rattlesnake Canyon is a valley located in Chaves County, New Mexico. It appears on the Swallow Nest Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,878.31 feet (1,182.11 m) above sea level. The nearest populated place is Dunlap, approximately 9.7 miles to the NW.