Rattlesnake Canyon is a valley located in Gooding County, Idaho. It appears on the Thorn Creek SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,353.64 feet (1,326.99 m) above sea level. The nearest populated place is Tunupa, approximately 10.9 miles to the SSE.