Balls Branch is a stream located in Pontotoc County, Mississippi. It appears on the Troy SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 259.19 feet (79.00 m) above sea level. The nearest populated place is Leotis, approximately 1.4 miles to the NE.