Chili Creek is a stream located in Murray County, Oklahoma. It appears on the Sulphur South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 925.20 feet (282.00 m) above sea level. The nearest populated place is Drake, approximately 1.8 miles to the SE.