Horse Branch is a stream located in Owsley County, Kentucky. It appears on the Booneville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 820.21 feet (250.00 m) above sea level. The nearest populated place is Booneville, approximately 0.9 miles to the SE.