Cat Creek is a stream located in Petroleum County, Montana. It appears on the Fail Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,460.97 feet (750.10 m) above sea level. The nearest populated place is Cat Creek, approximately 4.1 miles to the WNW.