Rainy Pass is a gap located in Chelan County, Washington. It appears on the Washington Pass USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,862.00 feet (1,481.94 m) above sea level. The nearest populated place is Gilbert, approximately 9.0 miles to the ESE.