Cow Pen Branch is a stream located in Okaloosa County, Florida. It appears on the Blackman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 130.47 feet (39.77 m) above sea level. The nearest populated place is Rock Creek, approximately 4.1 miles to the W.