Deep Red Creek is a stream located in Cotton County, Oklahoma. It appears on the Randlett USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 928.12 feet (282.89 m) above sea level. The nearest populated place is Taylor, approximately 4.1 miles to the SE.