Caney Branch is a stream located in Randolph County, Georgia. It appears on the Coleman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 187.01 feet (57.00 m) above sea level. The nearest populated place is Jones Crossing, approximately 0.4 miles to the WNW.