Researchers have found that cats may prefer a plant other than catnip, with some studies suggesting that silver vine is the preferred choice. The plant that cats prefer is not universally agreed upon, but silver vine is mentioned as a possible favorite. It appears that cats may have a preference for certain plants over catnip when given the option.