Research

Research on college swimming, written for families.

I run the database behind this site, and these are the questions I could not get a straight answer to when I started looking. Every number traces back to a query I can show you. Where the data stops, the article says so instead of guessing.

11 articles10M+ race resultsEvery figure source-checked
FeaturedOf this year's D2 freshmen, 38% were already faster in their best event than the typical D1 freshman. At D3 it was 27%.
Recruiting standards10 min read

How fast were this year's college freshmen when they showed up?

We took the 3,405 swimmers listed as freshmen on 2026-27 college rosters and looked up what they swam in their last year before college. The cutoff charts are not wrong, exactly. They just leave out that a big share of the kids at D2 and D3 could have been in the middle of a D1 freshman class.

Cost & aid

Swimming won't pay her salary. The school will.

There is no professional league waiting for a college swimmer. Every swim family is really playing an admissions game, whether they say it out loud or not. So I joined our race database to the government's earnings data and asked the only question that matters: which doors does a swim time actually open, and what do those doors pay?

ITIvan Tsai
Cost & aid

What a swimming scholarship is actually worth

A Division II swimming scholarship averages about 38 percent of one full ride for men and 41 percent for women. Meanwhile the gap between the cheapest and most expensive program with a swim team is $82,105 a year. One of those numbers is much bigger than the other.

ITIvan Tsai
Times & standards

Swim time converters are wrong for young swimmers

The conversion factors nearly every tool uses were derived from adult swimmers, and they apply one number to every stroke. When I measured the real ratios from age-group swimmers, breaststroke came out almost three seconds off on a single 100.

ITIvan Tsai
International families

D1 swimming for international families: how fast, and who actually pays

The Division I schools that enroll the most international students are also the fastest and the most expensive. The ones that will genuinely fund an international swimmer are cheaper and far easier to get into. And if your swimmer is a boy, the list of schools that fit both is shorter than anyone tells you.

ITIvan Tsai
Athlete development

What happens to the swimmers who are slow at twelve?

A month ago I sat with my daughter's medical results and a question I could not answer with feeling alone. This is the closest thing to an answer I have found, and it is the reason this site exists.

ITIvan Tsai
Athlete development

What were future D1 swimmers doing at 12, 14, and 16?

Parents want to know if their child is 'on track.' So I followed the times of swimmers who did reach a D1 roster, back to when they were twelve. The most useful thing in the data is not a target. It is where the improvement actually happens, and where it does not.

ITIvan Tsai
Roster dynamics

If you have a son, the men's programs are mostly at D3, not D1

Men's college swimming has been quietly cut for years, and the cuts landed hardest at the top. A family with a son is running a smaller search than a family with a daughter, and the biggest part of it is not where most people look first.

ITIvan Tsai
Our research standards

How Swim to College research is produced.

Every study is built from more than 10 million race results and official college rosters, and every figure is checked before it runs.

  • Every number is checked against its source before publication. Draft figures are matched cell by cell against the query that produced them. A number that cannot be traced does not run.
  • Times describe swimmers who made it, not thresholds anyone must clear. These athletes all reached a college roster, so the numbers show the range they came through — never odds or cutoffs.
  • Undisclosed is written as undisclosed. When a school does not publish a policy, the article says so rather than estimating.
  • Corrections are logged on the article, not quietly overwritten.

Research led by Ivan Tsai, founder of Swim to College.