It doesn’t have any impact on your GPA whatsoever.
Whether the exam scores reduce the number of courses you must take in college - and therefore reduce your overall tuition cost for undergrad - will depend on the college, including whether they give credit for whatever you end up scoring, whether they allow these APs to count in place of required intro courses for your major, and whether they allow students to graduate early from the college.