Bailys Branch is a stream located in Anne Arundel County, Maryland. It appears on the Round Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 29.53 feet (9.00 m) above sea level. The nearest populated place is Brookfield on the Magothy, approximately 0.2 miles to the E.