luckadjusted
CFB Week 4 · 2026

Week 2 2025 · September 6, 2025

Sam Houston at Hawai'i, Week 2 2025: who deserved to win?

Hawai'i beat Sam Houston 37–20, and the replays back it up: with the way both teams actually played, Hawai'i wins 9 of 10.

Before kickoff Hawai'i was a 69% favorite. The biggest swing (Q2, 5:45 left): Return touchdown by Hawai'i, worth 11 points of win probability to Hawai'i.

Final

Sam Houston Bearkats 20
Hawai'i Rainbow Warriors 37

September 6, 2025 · Clarence T.C. Ching Athletics Complex · Closing line: Hawai'i −7.5

Luck index +11 Hawai'i about even · −11 Sam Houston

Each team’s own plays from this game, resampled into new drives 4,000 times: with the way both teams actually played, how often does this performance win? How the replay works

Ten replays. Sam Houston wins 1, Hawai'i wins 9.

  1. 1 SHSU 16 HAW 9
  2. 2 SHSU 16 HAW 19
  3. 3 SHSU 14 HAW 20
  4. 4 SHSU 13 HAW 21
  5. 5 SHSU 7 HAW 19
  6. 6 SHSU 13 HAW 28
  7. 7 SHSU 6 HAW 24
  8. 8 SHSU 7 HAW 28
  9. 9 SHSU 3 HAW 28
  10. 10 SHSU 0 HAW 31

Three other ways to ask

Each answers a different question, so none of them replaces the replay above.

The closing betting line, turned into a probability. What everyone knew before the game.

The line plus what this game showed, weighted by how much one game can tell. It stays close to the line because one game says little.

Every kick, fumble bounce, conversion and judgment call redrawn; everything else fixed. The narrowest view of luck.

How 4,000 replays ended

Sam Houston wins 11% of them, Hawai'i 89%, counting the 1% still level after regulation as half each. The line is what actually happened: Hawai'i by 17.

Show as a table
Final margin in the replaysShare of replays
Sam Houston by 17+0.7%
Sam Houston by 9–162.9%
Sam Houston by 1–87.3%
Level after regulation1.2%
Hawai'i by 1–819.6%
Hawai'i by 9–1619.3%
Hawai'i by 17+48.9%

Where the luck was

What the luck was worth

Every lucky and unlucky play, weighted by the moment it happened: its swing in win probability, added up by kind. A missed kick in a decided game counts for nothing; the same kick at the end of a tie game can be most of a win.

Swings add up across a game, so in one that went back and forth they can pass 100%. On the scoreboard the same luck was worth +6.9 points to Hawai'i: the final margin was Hawai'i by 17, without the luck Hawai'i by 10.1. Luck shares are the fitted ones (how much of each kind is luck).

The kicks

How likely each kicker was to make that kick (his own record, the distance), and what happened.

  • R. Lopez, 28 yds made · 87% expected
  • R. Lopez, 29 yds made · 86% expected
  • K. Matsuzawa, 38 yds made · 76% expected
  • K. Matsuzawa, 43 yds made · 67% expected
  • K. Matsuzawa, 19 yds made · 95% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: Sam Houston 8 for 95 yards, Hawai'i 5 for 60 yards

Every accepted flag, in order, and what it did to the helped team’s chance of winning at that moment, including any play it wiped out (points on the scoreboard in grey). A flag in a decided game is worth nothing; one at the turn of a close game can be worth most of a win. Judgment calls count toward luck, pre-snap fouls mostly don’t. How calls are valued

WhenFlagWin probability for
Q1 2:21 Pass Interference on Sam Houston, 15 yards +2% HAW +1.2 pts
Q1 1:32 Holding on Hawai'i, 10 yards, wiping out the play +5% SHSU +2.8 pts
Q2 7:00 Holding on Sam Houston, 10 yards +2% HAW +1.1 pts
Q3 7:25 Pass Interference on Sam Houston, 15 yards +1% HAW +1.9 pts
Q3 4:59 Intentional Grounding on Sam Houston, 10 yards +2% HAW +2.2 pts
Q3 1:02 False Start on Hawai'i, 5 yards · pre-snap 0% SHSU +0.4 pts
Q4 13:31 Holding on Sam Houston, 10 yards +2% HAW +0.6 pts
Q4 12:22 Holding on Sam Houston, 10 yards, wiping out the play +1% HAW +1.9 pts
Q4 10:39 Personal Foul on Hawai'i, 15 yards +1% SHSU +1.6 pts
Q4 8:15 Unsportsmanlike Conduct on Sam Houston, 15 yards +2% SHSU +2.4 pts
Q4 1:27 Personal Foul on Hawai'i, 15 yards 0% SHSU +0.5 pts
Q4 0:55 Personal Foul on Hawai'i, 15 yards 0% SHSU +1.6 pts
Q4 0:12 Holding on Sam Houston, 10 yards 0% HAW +2.5 pts

When it happened

Hawai'i’s chance of winning

Numbers mark the biggest luck moments, listed below.

Our in-game win probability: the score, the value of the possession and the time left, starting from the betting line. Overtime has no clock and is drawn at a fixed width. Shaded above the middle while Hawai'i was ahead in it, below while Sam Houston was.
#WhenWhat happenedWin probability forNext drive
1 Q1 7:48 Hawai'i converted 3rd & 93rd & 4th downs · 32% expected +4% HAW HAW: Turnover
2 Q1 5:46 Hawai'i fumbled and Sam Houston recoveredFumble bounces · loose balls are close to 50/50 +4% SHSU HAW: Punt
3 Q1 1:32 Holding on Hawai'i, 10 yards, wiping out the playJudgment calls +5% SHSU SHSU: Punt
4 Q2 11:48 Hawai'i was stopped on 3rd & 23rd & 4th downs · 66% expected +3% SHSU HAW: Punt
5 Q2 11:42 Hawai'i converted 4th & 23rd & 4th downs · 65% expected +3% HAW HAW: Punt
6 Q2 5:45 Return touchdown by Hawai'iSpecial teams +11% HAW HAW: Field goal
7 Q3 3:18 Return touchdown by Sam HoustonSpecial teams +9% SHSU SHSU: Touchdown
8 Q4 13:37 Hawai'i converted 3rd & 43rd & 4th downs · 42% expected +6% SHSU HAW: Field goal

Adjust the assumptions

Disagree with how much of a fumble bounce or a pass interference call is luck? Change it and the coin-flip replay reruns in your browser.

Only coin-flips re-rolled

Sam Houston 5% · Hawai'i 95%

Final margin
Hawai'i by 17
Luck in points
6.9 for Hawai'i
Luck-adjusted margin
Hawai'i by 10.1
Replay with same day's form
Sam Houston 11% · Hawai'i 89% unchanged: why
How much of each is luck?

0% treats it as skill, 100% as pure luck. The tick is our fit.

What counts

None by default: our tests measured no carryover after a lucky break. Slide it up to count a break for more than its own swing. Why

Flip a play

Force the other outcome, in this game and in every replay: a made kick becomes a miss, a stop becomes a conversion, a flag goes the other way.

About these numbers

Play-by-play and expected points from CollegeFootballData.com via cfbfastR; win probability from our own model of the score, the possession and the betting line; kicks valued against each kicker’s own record. College play-by-play has no charting of drops or interception-worthy throws and no injury reports, so those kinds of luck aren’t counted here.

Methodology and validation · All Week 2 2025 games · Sam Houston · Hawai'i

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