I always fill with water. The added weight might slightly lessen your gas mileage, but its worth it if you dont have water where you’re going. I always fill mine full to prevent the water from heavily swishing to one side when turning. I dont know for sure if that could cause an issue with swaying or not, but I dont want to put it to the test lol
