Is Columbia or Princeton generally better for need-based financial aid?

I’m a high school senior comparing Columbia and Princeton, and my family expects to qualify for need-based aid. I’m trying to understand which school generally provides more generous financial aid packages for students with similar financial circumstances.
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The biggest practical difference is that Princeton’s aid policy has long been especially aggressive about replacing loans with grants and limiting parent costs, while Columbia also meets full demonstrated need but can produce a higher family contribution depending on income, assets, home equity, and the details of its institutional formula. Both schools provide need-based aid without requiring students to take out loans as part of the standard package for eligible undergraduates.

The actual difference often comes from assets rather than income alone. Princeton may be more favorable for some middle-income families, particularly because of its unusually large endowment and longstanding grant-focused approach. Columbia’s New York City location can also mean a higher listed cost of attendance, though its aid is designed to cover demonstrated need.

The only meaningful comparison is the net price from each school’s individual offer, since even small differences in savings, business ownership, home equity, or siblings in college can change the result.
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