Based on the 5th Generation, Mitsubishi Delica D:5; a minivan that has surprisingly good off-road capability, for her real-life counterpart.
(Also, the fact Usubeniya helped designed only two Cargirls in-game, makes me wish Syanago Collection lasted longer than it did. Or, at least, expanded into other media like Uma Musume and Kemono Friends.)