Which class should I take?

Originally I would be put into AP Physics for junior year but my parents think for some reason that “I’m going to fail” so they said to take Regents Chemistry instead. Which should I take because they said it’s up to me, but I really don’t know what I should do. I want to have the best chances to get into college.

You WILL go to college. That’s not a problem. If you want to attend some highly ranked schools you should consider the AP Physics.

Why not take Chemistry this year and Physics in 12th grade? I don’t think any colleges prefer Physics to skipping Chemistry.