Sparks Branch is a stream located in Estill County, Kentucky. It appears on the Leighton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 649.89 feet (198.09 m) above sea level. The nearest populated place is Alumbaugh, approximately 0.2 miles to the N.