Moude Mountain Trail has a total elevation difference of 1,315 feet which is about average. Moude Mountain Trail is a one trailhead hiking trail, so in and out is the way to trek it normally. Moude Mountain Trail is 29 miles long; it's a long hiking and backpacking trail. There's not much difference in elevation along the hiking and backpacking trail which means the conditions are about the same from start to finish. This is a long hiking and backpacking trail, so make sure you bring plenty of supplies. Of course, this is an overnight backcountry trek, 4.5 days normally, so it's a glorious thing if your backpack is big enough to do the job. Sometimes this hiking and backpacking trail gets really dry, so do check for current fire restrictions before you go if you plan to bring a stove or make a camp fire.