Candle Creek is a stream located in Bonner County, Idaho. It appears on the Mount Pend Oreille USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,451.87 feet (1,356.93 m) above sea level. The nearest populated place is Trestle Creek, approximately 11.5 miles to the SW.