Cow Creek is a stream located in Cleveland County, Oklahoma. It appears on the Oklahoma City SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,174.54 feet (358.00 m) above sea level. The nearest populated place is Newcastle, approximately 5.2 miles to the SSE.