Power-ups in the game can provide temporary boosts to your character's abilities. Common power-ups include speed boosts, size increases, and special shots. You can activate these power-ups during a match by tapping the respective icons on the screen. It's crucial to use them strategically to gain an advantage over your opponent and score goals.