Cave Lake is a lake located in Kootenai County, Idaho. It appears on the Medimont USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,128.48 feet (648.76 m) above sea level. The nearest populated place is Medimont, approximately 0.7 miles to the NNE.