Elk. The most abundant large animal found within Yellowstone, Elk summer herd sizes can reach up to 10,000-20,000. Elk bulls are often the most photographed in Yellowstone due to their impressive antler size which can grow to just under 6 feet wide and weigh 30 pounds!