We don't know of any such thing. There is nothing proven to be NP-hard that can be done in polynomial time with a quantum algorithm. Factorization isn't proven to be NP-hard.
In short, it's hard to classically model pretty simple quantum mechanical systems and sample the probability distribution of outcomes. Using a quantum computer to simulate the system and sample the probability distribution is easy.