Rainbow Lake Pass is a gap located in Sanders County, Montana. It appears on the Baldy Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,600.32 feet (1,097.38 m) above sea level. The nearest populated place is Blanchards Corner, approximately 4.9 miles to the WNW.