Deep Creek is a stream located in Austin County, Texas. It appears on the New Ulm USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 280.59 feet (85.52 m) above sea level. The nearest populated place is New Bremen, approximately 1.8 miles to the NNW.