It depends. If terrain is no factor on the SID one might choose to follow the departure (instead of turning back towards a busy airport environment if that is the EOSID). In mountainous terrain I would definitely opt to fly the EOSID. It all depends on the situation, it is never wrong to follow the EOSID, you are always protected.