Willow Branch is a stream located in Cleveland County, Oklahoma. It appears on the Stella USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,038.85 feet (316.64 m) above sea level. The nearest populated place is Little Axe, approximately 2.5 miles to the SE.