The whole promise is that reversible computation is theoretically free (in quantum information theory) , quantum computer can exploit it by using quantum superposition to brute force 256bit key (and larger) in a single computation cycle.

There’s a massive fundamental flaw in the reasoning behind this.

It’s the second law of thermodynamics - entropy always increases. While computation is free, reversal of entropy isn’t. What we’re being promised is a 21st century version of perpetual motion machine.

Additional explanation:

Think about private key as low entropy, and public key as high entropy. Owner of the private key has cheat code in the form of missing information which allows reversing the entropy of public key.

However in order to break the cryptography you have to reverse public key back into private key without having access to it. The regualr way is to search for flaws in the cryptography scheme that allow reasoning about missing information and consecutively - private key recovery.

But if you do a brute force attack you are 100% forced to pay full thermodynamical price of reversing the entropy. And 2^256 is way, way more than you could ever afford. Even Planck scale values multiplied by that number grow into universe size and beyond.

In summary, quantum computing can skip time component of brute forcing a key, but it can’t skip the energy costs. So it will never happen.