Pony Branch is a stream located in Attala County, Mississippi. It appears on the McAdams USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 304.59 feet (92.84 m) above sea level. The nearest populated place is McAdams, approximately 0.8 miles to the N.