Other cats in the cat family who purr are cheetahs, Asian golden cats, black-footed cats, wild cats, Indian desert cats, jaguarundis, ocelots, tiger cats, margays, servals, Eurasian lynxes, bobcats, leopard cats, pumas and marbled cats. Big cats, like lions, leopards, jaguars and tigers, do not exhibit true purring.