Caney Branch is a stream located in Bullock County, Alabama. It appears on the Midway USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 410.10 feet (125.00 m) above sea level. The nearest populated place is Pine Grove, approximately 1.6 miles to the SW.