Grants Branch is a stream located in Randolph County, West Virginia. It appears on the Spruce Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,367.32 feet (1,026.36 m) above sea level. The nearest populated place is Osceola, approximately 1.4 miles to the SW.