I agree he could have used some other spring, but I don't think he could have used a weight. The acceleration of springs/rubber is potentially much greater than a weight (at least one starting at rest).
Which means a giant physical structure to support that giant lever arm. When you scale up to things that can knock down castle walls I suspect the difference is incredible.