Sugar Branch is a stream located in Cleveland County, North Carolina. It appears on the Boiling Springs South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 685.93 feet (209.07 m) above sea level. The nearest populated place is Poplar Springs, approximately 1.3 miles to the NE.