Red Bluff Creek is a stream located in Ellis County, Oklahoma. It appears on the Arnett SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,082.38 feet (634.71 m) above sea level. The nearest populated place is Arnett, approximately 9.3 miles to the NNE.