The college’s calculator is generally more accurate for that college. Other colleges will vary, so do not rely on one college’s calculator to assume anything about the financial aid from another college.
Seems like you were probably doing the college calculators at super-selective colleges with the best financial aid, or colleges where you would get substantial merit scholarships for your academic stats.