It's not about speed, it's about quantity. A real nuclear power source will be able to produce far more energy than any chemical system of the same mass. If you want to see if supposed nuclear power source works, run it and see if it actually does so.

If you believe there's something wrong with what I'm saying, please explain, random internet guy.