Best-selling SUV/crossover models in the U.S. 2021 In 2021, the Toyota RAV4 was the best-selling SUV/crossover model in the United States. Japanese manufacturer Nissan sold some 285,600 units of its Rogue model, making it the third most-popular SUV model in the United States in 2020.