Cole Branch is a stream located in McCormick County, South Carolina. It appears on the Willington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 333.43 feet (101.63 m) above sea level. The nearest populated place is Willington, approximately 1.9 miles to the SW.