Aug24 0 Getting Outdoors Posted by Lee Graham Lee on Mt LeConte in Smokey Mtn National Park. This is the Tallest (not the highest) mountain east of the Mississippi, rising 5300 feet from its base to 6593 feet. The only way up is a minimum 5.5 mile hike (11 round-trip). Great Views!