Caney Branch is a stream located in Pontotoc County, Mississippi. It appears on the Robbs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 272.31 feet (83.00 m) above sea level. The nearest populated place is Reid, approximately 2.1 miles to the SSW.