Big Brown (2008)
Big Brown, the heavy favorite, won the Kentucky Derby despite starting from the 20th position. As a huge favorite at the Preakness, he cruised to victory as well. But at Belmont, Big Brown was pulled up during the race as he couldn't overcome a cracked hoof. (AP Photo/Al Behrman/FILE)
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