What creatures similar to unicorns are real?

The most similar creature to a unicorn would be a domestic horse, since unicorns were modeled after horses. Ancient historians often mistook rhinoceroses for unicorns and this website seems to like using drawings of Elasmotherium, an Ice-Age European rhinoceros relative as the image that crops up in unicorn questions.