The Inexperienced 1-Seeds
Two of the four 1-seeds have coaches with minimal tournament track records — history says that matters
Our historical analysis found that among 1-4 seeds, coaches with 15+ prior appearances reach the Sweet 16 at 49% compared to 31% for first-timers. This year, two 1-seeds fall squarely in the "thin resume" camp:
#1
Todd Golden — Florida
South Region 1-seed
2 prior apps0 prior wins0 Sweet 16s
Golden has taken Florida to the tournament twice before but has yet to win a game. He's a 1-seed with the experience profile of a 13-seed coach. Historically, first-time and near-first-time coaches as 1-seeds average 1.84 wins — over a full win less than veterans in the same position (2.66).
#1
Jon Scheyer — Duke
West Region 1-seed
2 prior apps4 prior wins1 Sweet 16
Scheyer inherited the Duke throne from Coach K (101 tournament wins, 5 titles). He made a Sweet 16 in year one, so the 4 prior wins help. But he's still working with a fraction of the resume his predecessor carried. The question: is Duke's brand and recruiting machine enough to offset the experience gap?
Compare those to the other two 1-seeds:
#1
Kelvin Sampson — Houston
East Region 1-seed
19 prior apps26 prior wins2 Final Fours
Sampson is exactly the kind of coach our model loves. He's been to the tournament 19 times across Oklahoma, Indiana, and Houston. He knows how to prepare for single-elimination basketball. Our data shows coaches in his experience bracket (15-19 apps) average 2.22 wins per tournament.
#1
Bruce Pearl — Auburn
South Region 1-seed
13 prior apps17 prior wins1 Final Four
Pearl sits solidly in the 'experienced' tier. His 13 appearances span Milwaukee, Tennessee, and Auburn, with a Final Four on his resume. Strong profile for a 1-seed.
The data says: If you're picking upsets among the 1-seeds, Florida (Golden, 0 prior wins) is the most historically vulnerable by coaching experience. Houston (Sampson) has the strongest coaching edge.
Hall of Famers Lurking as Low Seeds
Some of the most tournament-tested coaches in history are sitting on 7-10 seeds — our data says watch out
This might be the most fascinating angle in the entire bracket. Our analysis found that low seeds (9-12) with 15+ prior tournament appearances reach the Sweet 16 at 13% — nearly triple the rate of first-timers. This year, three coaches with 50+ career tournament wins are seeded 7th or lower:
#10
John Calipari — Arkansas
Midwest Region 10-seed
23 prior apps57 prior wins6 Final Fours1 Title
Calipari has the most prior tournament wins in the field, tied with Bill Self. But he's a 10-seed. A 10-seed coached by someone with 57 tournament wins and 6 Final Fours is historically unusual. He's at a new school (Arkansas, after decades at Kentucky), which adds uncertainty — but the man knows March. He'll face a 7-seed in round one (Kansas, coached by Self — see below).
#7
Bill Self — Kansas
Midwest Region 7-seed
25 prior apps57 prior wins4 Final Fours2 Titles
Self is a 7-seed with 2 national championships. Kansas as a 7 is already strange, but Self's experience is off the charts. Our data shows coaches with 30+ prior wins reach the Sweet 16 at 40%. A 7-seed coached by a two-time champion is a bracket buster waiting to happen.
Bill Self
Kansas, #7 seed
57 wins
25 apps, 2 titles
vs
John Calipari
Arkansas, #10 seed
57 wins
23 apps, 1 title
The marquee coaching matchup of the first round: Kansas (7) vs Arkansas (10) features a combined 114 prior tournament wins, 10 Final Fours, and 3 national championships between the two coaches. This is a coaching experience heavyweight bout disguised as a 7-vs-10 game.
#2
Rick Pitino — St. John's
Midwest Region 2-seed
22 prior apps54 prior wins7 Final Fours2 Titles
Pitino is technically a 2-seed, not a low seed — but what makes his entry remarkable is the school. St. John's hasn't been a tournament force in decades. Pitino brings 54 tournament wins and 7 Final Four appearances from Providence, Kentucky, Louisville, and Iona. This is the most experienced coach-at-a-new-program story since Calipari went to Kentucky.
#8
Mark Few — Gonzaga
East Region 8-seed
24 prior apps43 prior wins2 Final Fours
Few has taken Gonzaga to the tournament 24 times and racked up 43 wins. An 8-seed with this kind of coaching pedigree is dangerous. Our data shows that 8-vs-9 games are nearly 50/50 by seed, but coaching experience could be the tiebreaker.
The Transfer Portal — Coach Edition
Six experienced coaches are at new programs — does their experience travel?
One of the most interesting open questions: when a coach moves to a new school, does their tournament experience still provide an edge? Or is it tied to the program and players they built it with?
| Coach | Now At | Seed | Built Resume At | Prior Apps | Prior Wins |
|---|
| John Calipari | Arkansas | #10 | Kentucky, Memphis, UMass | 23 | 57 |
| Rick Pitino | St. John's | #2 | Kentucky, Louisville, Providence, Iona | 22 | 54 |
| Chris Beard | Mississippi | #6 | Texas Tech, Texas | 5 | 11 |
| Dusty May | Michigan | #5 | Florida Atlantic | 2 | 4 |
| Porter Moser | Oklahoma | #9 | Loyola Chicago | 2 | 6 |
| Mark Pope | Kentucky | #3 | BYU | 2 | 0 |
Calipari and Pitino are the headliners. Both left blue-blood programs and took their resumes to new schools. Pitino's track record actually suggests his experience does travel — he's made deep runs at 5 different programs. Calipari is the inverse test: does the greatest Kentucky coach of the modern era still know how to win in March without Kentucky's talent pipeline?
Dusty May watch: May took Florida Atlantic to the Final Four in 2023 as a first-time tournament coach. He fits the "Cinderella coach" profile from our analysis — young, hungry, and now at Michigan with better talent. Does that combination of Cinderella magic plus upgraded roster make Michigan dangerous?
What This Means for Your Bracket
If coaching experience is a factor (and our data says it is), here are the actionable takeaways:
Fade Florida as a 1-seed. Todd Golden's 0 prior tournament wins makes this the most historically vulnerable 1-seed by coaching experience. Houston (Sampson, 26 wins) is the safest.
Kansas-Arkansas is a trap game for everyone. Whoever wins the 7-vs-10 matchup between Self (57 wins) and Calipari (57 wins) could make a deep run — this isn't a normal low-seed first round game.
Don't sleep on Gonzaga (Few), UConn (Hurley), or Baylor (Drew) as 8/9 seeds. All three coaches have prior Final Fours or titles. In what are essentially coin-flip games by seed, coaching experience could be the deciding edge.
St. John's (Pitino) as a 2-seed with 54 prior wins is dangerous. Pitino's experience travels to new programs — he's proved it repeatedly.
Mark Pope at Kentucky (3-seed) is a question mark. He has 0 prior tournament wins and is at a new (very high-pressure) program. A 3-seed coached by someone with zero tournament wins is in the "vulnerable" zone.