Bates Branch is a stream located in Montgomery County, Missouri. It appears on the Montgomery City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 561.02 feet (171.00 m) above sea level. The nearest populated place is Mineola, approximately 3.1 miles to the SSE.