Pan-fried meatballs are softer and juicier, but a little less healthy as they are cooked in oil. Oven-baked ones are a little dryer, but healthier. If you put them in marinara sauce, however, it's very hard to tell which ones are fried and which ones are oven-baked, because the sauce makes them super moist and juicy.