When I look for a good altcoin I search primarily for these things: fast transactions (or at least not too slow), presence on a good number of exchange sites, anonimity or some other particular features such as supporting the ecosystem or donating to charity or a particular way to get the altcoin besides Proof of Work and Proof of Stake.