Caney Branch is a stream located in Grant County, Louisiana. It appears on the Williana USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 124.67 feet (38.00 m) above sea level. The nearest populated place is Lutes, approximately 2.9 miles to the SW.