Cold Branch is a stream located in Putnam County, Georgia. It appears on the Lake Sinclair West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 336.58 feet (102.59 m) above sea level. The nearest populated place is Flat Rock, approximately 2.0 miles to the WNW.