Gills Branch is a stream located in Smith County, Tennessee. It appears on the New Middleton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 572.58 feet (174.52 m) above sea level. The nearest populated place is New Middleton, approximately 1.5 miles to the SSE.