The secret to perfectly moist baked meatballs is to bake them at a high oven temperature and make sure they're not overcooked. The high oven temperature ensures browning and flavor, and use an instant-read thermometer to make sure they're not overcooked. Overcooking is the main culprit with dry meatballs.