Misfire Creek is a stream located in Elmore County, Idaho. It appears on the Atlanta East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,088.96 feet (1,855.92 m) above sea level. The nearest populated place is Atlanta, approximately 6.2 miles to the SW.