Is there any advantage in saving weight?

When you are below your maximum weight capacity, your plane will fly faster. I am not 100% sure about using less fuel or anything else though. However, I do recommend that you try to reach your maximum weight capacity as the benefits of increased armour, damage, fuel, and other such things are much more important than just flying a bit faster.