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Someone Averaged Eight College Rankings to Make the "Ultimate" List. The Internet Did Not Take It Well.

Writer: JC Guedon
JC Guedon
Oct 1
5 min read
Averaged Eight College Rankings

Imagine being a Princeton alumnus, opening a viral ranking post, and finding your school sitting at number 14, below UCLA. That's the kind of thing that sends blood pressure through the roof and gets comment sections moving fast.

That's exactly what happened recently when a user posted what they called an "ultimate" university ranking, created when they averaged eight different major college rankings and calculating a composite score for each school. The results were, to put it mildly, controversial.

The Top 15 and Why People Are Fighting About It

Averaged Eight College Rankings

The composite ranking was built entirely from domestic US rankings rather than international versions, and averaged the results across eight different systems. Harvard came in first, which nobody argued about. Then things got interesting.

Caltech, a school with an almost mythical reputation in science and engineering, dropped out of the top ten because of a single low score on the Leiden ranking. The University of Michigan placed surprisingly well overall, largely because of strong showings on the Nature Index and Leiden rankings. And Princeton ended up at number 14, which its alumni found roughly as welcome as a root canal.

Some readers praised the list as finally giving an honest picture. Others called it statistical nonsense. The disagreement, it turns out, is completely understandable once you understand what each of these eight ranking systems is actually measuring.

Eight Rankings, Eight Different Things

This is the part that gets lost whenever ranking debates happen online. These eight systems are not measuring the same thing, and treating them as equivalent is where the "ultimate" ranking runs into trouble.

US News National Universities (Undergraduate) is probably the most widely known ranking in the US admissions world. It draws on factors like graduation rates, faculty resources, peer reputation surveys, and social mobility metrics like Pell Grant recipient outcomes. The problem is that many of its indicators are specifically calibrated for domestic students, which means its utility for international applicants needs to be discounted somewhat.

US News Best Global Universities shifts the emphasis toward research output and international academic reputation, making it more relevant for graduate school and PhD applicants than for undergraduates.

QS World University Rankings is the ranking that Chinese employers and HR departments are most likely to recognize, making it particularly relevant for students who intend to return home after graduation. It weighs academic reputation surveys and employer reputation surveys heavily, alongside research citation metrics.

Forbes takes a more explicitly career-oriented approach, factoring in alumni salaries, student debt loads, and career outcomes. For students thinking about US employment and return on investment, Forbes captures something the others don't.

THE (Times Higher Education) World University Rankings is one of the more balanced systems, covering teaching environment, research volume and reputation, citations, industry income, and international outlook. It's a reasonable reference point for research-focused graduate applicants.

CWUR (Center for World University Rankings) emphasizes alumni outcomes and research quality. It's worth pairing with US News for undergraduate school selection since it compensates for some of the domestic-student bias in the US News undergraduate methodology.

Nature Index tracks how many papers affiliated with a university appear in a curated set of high-quality natural science journals. It's a direct measure of research output in the sciences, making it useful for students considering STEM PhD programs but less relevant for those in humanities, social sciences, or professional programs.

Leiden Ranking is perhaps the least familiar to most applicants but is well-regarded in academic research circles precisely because it avoids subjective reputation surveys and focuses purely on bibliometric data: how many papers, and how often those papers are cited.

Averaged Eight College Rankings

The Three Biggest Controversies When They Averaged Eight College Rankings

Why does Leiden make Caltech and Princeton look so bad?

This one is actually pretty simple once you understand the methodology. Leiden counts total paper volume and citation totals. Caltech has roughly 1,000 undergraduates and fewer than 1,500 students total including graduate students. A large public university engineering school might have ten times that. When you're ranking on total output rather than output per researcher, small schools with extremely high per-capita productivity will always look worse than large schools with large absolute numbers. Leiden's 66th place ranking for Caltech isn't saying Caltech's research is weak. It's saying Caltech produces fewer total papers than schools that are ten times its size, which is both true and not particularly meaningful as a quality judgment.

Averaged Eight College Rankings

Does including two US News rankings double their weight?

This is a legitimate methodological criticism. Of the eight systems included, six come from six different organizations. US News contributes two: its domestic undergraduate ranking and its global ranking. That means US News effectively has twice the influence on the composite score compared to any other single organization. Whether that's appropriate depends on how much you trust US News relative to the others, but it's a real asymmetry that readers of the composite should be aware of.

Who got overrated and who got underrated?

Chicago students felt their school's composite score was too low compared to Columbia's. Berkeley and UCLA drew criticism in the comments for perceived weaknesses in undergraduate teaching quality, though defenders pointed to Berkeley's exceptional STEM programs and overall research strength. Princeton students noted that QS scores the proportion of international faculty, and Princeton's score on that specific metric is low enough to raise concerns about its future QS placement. Caltech students, with characteristic self-awareness, noted that their Leiden ranking reflects the mathematical reality of being a tiny school measured on total output.

What This Actually Means for You

Every time a ranking comes out, the internet argues. Every time, the argument is mostly missing the point. The real question is not which ranking is correct. There is no single correct answer because each ranking is measuring something different and optimizing for a different type of student.

If you're planning to work in China after graduation, QS and employer recognition matter most. If you're targeting a career in US finance or tech, Forbes and US News undergraduate rankings are more relevant starting points. If you're applying to a STEM PhD program and care about research environment, Nature Index and Leiden give you better signal on research output than reputation surveys do. If you want a balanced view for research-oriented graduate programs, THE World University Rankings is a reasonable reference.

Understanding what each ranking is measuring is worth far more than averaging them into a single number and fighting about whether school A should be above school B. The composite ranking that started this whole debate is a piece of internet entertainment. It's most useful as a reminder to think critically about what any single ranking is actually telling you.



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