Book Rupin Pass Trek Package Online. The Rupin Pass Trek, one of the best high-altitude hikes, is a thrilling trip. There are multiple passes linking Baspa Valley in Kinnaur to Garhwal, according to the map and local knowledge. Shepherds used to use these passes to grow their herds. During the walk, you will see a variety of landscapes, weather conditions, and altitudes.