Rock Spring is a spring located in Powder River County, Montana. It appears on the Phillips Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,911.16 feet (1,192.12 m) above sea level. The nearest populated place is Sayle, approximately 7.5 miles to the S.