Given that enemies' health, shield, and armor stats increase with each Mayhem level, the damage boost that you get from weapons in one Mayhem level will help you to prepare for the next. There are also eight new Legendary weapons that you can get from certain bosses only when playing at Mayhem level 6 or higher.