In Hypixel Skyblock, leveling pets enhances their stats and passive effects. Benefits include boosted base stats and magic find, with extra magic find every 10 levels. The Taming Skill, earned by leveling pets, offers additional pet XP and pet luck. Only the active pet's bonuses apply, while inactive pets, barring a few exceptions, do not confer stats or effects.