Cat Creek is a stream located in Jefferson County, Oklahoma. It appears on the Fleetwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 771.00 feet (235.00 m) above sea level. The nearest populated place is Fleetwood, approximately 2.8 miles to the W.