Catfish Bay is a bay located in Valley County, Montana. It appears on the Skunk Coulee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,230.97 feet (680.00 m) above sea level. The nearest populated place is Lakeview (historical), approximately 1.5 miles to the N.