Horse Branch is a stream located in Beauregard County, Louisiana. It appears on the Sugartown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 132.94 feet (40.52 m) above sea level. The nearest populated place is Cole Central, approximately 1.6 miles to the NNW.