Anthony Gulch is a valley located in Fremont County, Wyoming. It appears on the Atlantic City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,665.22 feet (2,336.36 m) above sea level. The nearest populated place is Atlantic City, approximately 0.1 miles to the NW.