Purgatory Creek is a stream located in Carroll County, Iowa. It appears on the Glidden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,044.82 feet (318.46 m) above sea level. The nearest populated place is Benan (historical), approximately 1.5 miles to the NNE.