Taking and doing well on Advanced Placement Exams could earn you some college credits, but they shouldn’t influence the grade you earn in your AP Classes and they rarely are factored into college admissions decisions.
Sadly, many high schools pressure students to freak out about these exams; yet, the exams themselves have limited utility to the vast majority of high school students. These exams do make the College Board and schools a lot of money.