Not per se at colleges that are need blind for individual applicants.
But parent money does buy opportunities, so students from parents with money commonly have more opportunities to show high level achievement. In addition, some admission preferences like legacy and athletic recruiting for preppy sports tips the admission class to higher income backgrounds.