Cat Creek is a stream located in Beckham County, Oklahoma. It appears on the Prentiss USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,879.92 feet (573.00 m) above sea level. The nearest populated place is Prentiss, approximately 3.2 miles to the N.