Browse GPA, test scores, coursework, extracurriculars, and demographics of real college applicants. See how your stats compare to admitted students.
Aggregate acceptance statistics only tell part of the story. Looking at real applicant profiles—GPA, test scores, course rigor, extracurricular activities, and demographic factors together—reveals the full picture of what it takes to gain admission to selective colleges. Our database of real applicant profiles lets you see exactly how admitted, waitlisted, and rejected students compared on every dimension, so you can benchmark yourself honestly against students who have already been through the process.
When browsing profiles, look for patterns rather than individual data points. One admitted student with a 3.5 GPA doesn't mean a 3.5 is competitive—it may mean that student had extraordinary extracurriculars or demographic factors that offset lower grades. Focus on the middle 50% ranges: if your stats fall comfortably above the 75th percentile of admitted students, that school is likely a safety. If you're below the 25th percentile, treat it as a reach. Also pay attention to course rigor, since a 4.0 in easy classes is viewed differently than a 3.8 with a full AP/IB course load.
Academic metrics are necessary but not sufficient for selective admissions. Profiles that include strong extracurriculars, compelling essays, and glowing recommendations often succeed where stronger-on-paper candidates don't. Use these profiles to understand the floor—the minimum academic credentials you need to be in the conversation—and then focus your energy on the qualitative parts of your application that truly differentiate you.
Are the college application profiles on this site real?
Yes. The profiles are sourced from real applicants who voluntarily shared their data on platforms like College Confidential, Reddit, and college admissions databases. Each profile reflects an actual application submitted in recent admission cycles, giving you the most accurate picture of what admitted and rejected students actually look like.
What GPA do I need to get into an Ivy League school?
The median unweighted GPA of admitted students at Ivy League schools is typically 3.9 or higher. However, GPA is always evaluated in context—a 3.7 in a rigorous AP-heavy curriculum may be viewed more favorably than a 4.0 with limited course challenge. Browsing admitted student profiles at each school gives you a realistic sense of the academic range that clears the bar.
How do I compare myself to admitted students?
Start by filtering profiles by the colleges you're interested in and looking at the academic stats (GPA, SAT/ACT) of admitted students. Note the range—not just the median. Then look at extracurricular and demographic factors for additional context. The goal is to see where you fall in the distribution, not to find one profile that matches yours exactly.
Do college acceptance rates vary by major?
Yes, significantly at many schools. Some programs—like CS at UCLA, business at USC, or engineering at Georgia Tech—are far more selective than the school's overall acceptance rate suggests. Some schools admit students to the university and then allow them to select a major, while others admit directly to specific programs. Check individual school and program acceptance rates in addition to overall figures.