The Treasure Golem can hit pretty hard, but it isn't too hard to chip away at his HP. Just watchj out when he starts charging his AoE attack and get out of range quickly! The attack will inflict a lot of damage to your characters (unless you are overlevelled) and will cause confusion. If you are surrounded by other mobs this could be devastating.