When in Colorado in the summer, it is definitely worth it to drive Independence Pass. Independence Pass is a high mountain pass in central Colorado, midway between Aspen and Twin Lakes and bordering both Lake and Pitkin Counties. Independence Pass is a scenic way to travel between two mountain towns with beautiful views and a little piece of history.