Minecraft wiki entry for Drowned_farming, associated text: To increase the farm performance, stand on your killing platform and clear all the hostile mobs from the world by temporarily switching the game to peaceful difficulty and then back. Then the only available location where mobs can spawn is your spawning platform. Switching the difficulty to "hard" yields better loot in the collection chest.