imho, these interviews where you have to do weeks or months of prep, are focused on a candidates ability to learn familiar concepts and allow for easier comparison among candidates and consistency over time.

That being said, for non FAANG style interviews, prep shouldn't significant. That being said, I'm agreeable to accepting both parties have a sunk cost and no interest in wasting their own, or the other party's time.