I don't think it would, but I really don't know. It's used to clean stickers off of painted cars.

I think no matter what you do, you're going to end up scratching them up. The alternative is you have to buy new ones.

Maybe try heating them up to soften the plastic, or making it really cold so the plastic gets brittle?