Caney Branch is a stream located in Howard County, Missouri. It appears on the Hilldale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 590.55 feet (180.00 m) above sea level. The nearest populated place is Hilldale, approximately 1.6 miles to the N.