Soup Creek is a stream located in Yakima County, Washington. It appears on the Tieton Basin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,550.25 feet (777.32 m) above sea level. The nearest populated place is Rimrock, approximately 2.1 miles to the WSW.