Cat Canyon is a valley located in Blaine County, Oklahoma. It appears on the Watonga Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,315.62 feet (401.00 m) above sea level. The nearest populated place is Hitchcock, approximately 3.2 miles to the ENE.