Sugar Creek is a stream located in Jasper County, Iowa. It appears on the Mitchellville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 810.37 feet (247.00 m) above sea level. The nearest populated place is Colfax, approximately 1.1 miles to the ESE.