Rattlesnake Canyon is a valley located in Eddy County, New Mexico. It appears on the Rattlesnake Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,549.69 feet (1,081.95 m) above sea level. The nearest populated place is Whites City, approximately 5.7 miles to the NE.