The mage class uses weapons that drain mana, and require aiming to use it properly, while summoner class weapons summon minions to fight for you, and are usually used once per life
This was the first time playing Mage and I gave up and deleted the world and character completely after so many attempts at the mech bosses, even with plenty of potions and the best gear I could get for progression I was nowhere even close to beating them.