Cold Branch is a stream located in Putnam County, Georgia. It appears on the Resseaus Crossroads USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 341.91 feet (104.21 m) above sea level. The nearest populated place is Clopton (historical), approximately 0.4 miles to the N.