There's no barrier-to-entry for a shop to call themselves an "accelerator."
Reputation*3.
YC, 500 and some others. Doing due-diligence, building rapport with key people and managing expectations can help. Also, big names have a lot more to lose (rep) and so tend to be safer bets.