Chocolate Creek is a stream located in Saline County, Missouri. It appears on the Saline City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 615.39 feet (187.57 m) above sea level. The nearest populated place is Cambridge, approximately 2.4 miles to the NNW.