luckadjusted
CFB Week 4 · 2026

Week 8 2025 · October 18, 2025

Wyoming at Air Force, Week 8 2025: who deserved to win?

Air Force beat Wyoming 24–21, a result the replays rarely give: with the way both teams actually played, Wyoming wins 9 of 10.

Air Force won on an off day: it played far below what the matchup promised. In a fresh game against Wyoming it would win 62% of the time; with this day’s form, 13%. The numbers

Before kickoff Air Force was a 60% favorite. The biggest swing (Q4, 14:17 left): Air Force was stopped on 4th & 1, worth 15 points of win probability to Wyoming.

Final

Wyoming Cowboys 21
Air Force Falcons 24

October 18, 2025 · Falcon Stadium · Closing line: Air Force −4

Luck index +87 Air Force very lucky · −87 Wyoming

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. Wyoming wins 9, Air Force wins 1.

  1. 1 WYO 44 AF 7
  2. 2 WYO 39 AF 10
  3. 3 WYO 31 AF 7
  4. 4 WYO 42 AF 21
  5. 5 WYO 24 AF 7
  6. 6 WYO 35 AF 21
  7. 7 WYO 24 AF 14
  8. 8 WYO 27 AF 20
  9. 9 WYO 27 AF 24
  10. 10 WYO 14 AF 20

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.

Air Force won on an off day

It played far below what the matchup promised. In a fresh game against Wyoming it would win 62% of the time; with this day’s form, 13%.

49 points apart for Air Force: the gap is how differently this game went from what the two teams usually are.

UnitThis gameUsual levelBetter or worse than usual
Wyoming offenseEPA per play gained +0.12 −0.01 better by 0.13
Wyoming defenseEPA per play allowed +0.15 +0.06 worse by 0.09
Air Force offenseEPA per play gained +0.15 +0.12 better by 0.03
Air Force defenseEPA per play allowed +0.12 +0.23 better by 0.11

EPA (expected points added) per play on competitive snaps, turnovers left out because they are valued as luck. Usual level: the team’s earlier games this season plus half of last season, pulled toward the league average. One team’s defense and the other team’s offense are the same snaps, so one game can’t fully say whose day it was; it shows how far this one was from both teams’ norms.

How 4,000 replays ended

Wyoming wins 87% of them, Air Force 13%, counting the 2% still level after regulation as half each. The line is what actually happened: Air Force by 3.

Show as a table
Final margin in the replaysShare of replays
Wyoming by 17+44.3%
Wyoming by 9–1621.6%
Wyoming by 1–819.7%
Level after regulation2.2%
Air Force by 1–88.1%
Air Force by 9–163.1%
Air Force by 17+1.1%

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 +0.8 points to Air Force: the final margin was Air Force by 3, without the luck Air Force by 2.2. 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. Tubbs, 32 yds made · 84% expected
  • R. Tubbs, 29 yds made · 88% expected
  • R. Tubbs, 40 yds made · 73% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: Wyoming 1 for 5 yards, Air Force 3 for 20 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
Q2 2:30 False Start on Air Force, 5 yards · pre-snap +1% WYO +0.3 pts
Q2 0:31 False Start on Air Force, 5 yards · pre-snap +1% AF +0.3 pts
Q2 0:16 Holding on Air Force, 10 yards +1% WYO +0.6 pts
Q4 4:10 False Start on Wyoming, 5 yards · pre-snap 0% WYO +0.9 pts

When it happened

Air Force’s chance of winning

As low as 29% and as high as 100%. 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 Air Force was ahead in it, below while Wyoming was.
#WhenWhat happenedWin probability forNext drive
1 Q2 6:45 Air Force was stopped on 3rd & 113rd & 4th downs · 26% expected +6% AF AF: Field goal
2 Q2 6:41 R. Tubbs made a 29-yard field goalKicks · 88% expected for him +7% WYO AF: Punt
3 Q3 10:53 Wyoming converted 4th & 33rd & 4th downs · 57% expected +7% WYO WYO: Touchdown
4 Q3 3:10 Wyoming was stopped on 3rd & 33rd & 4th downs · 59% expected +7% AF WYO: Punt
5 Q3 1:39 Air Force converted 3rd & 93rd & 4th downs · 30% expected +9% AF AF: Turnover on downs
6 Q4 14:17 Air Force was stopped on 4th & 13rd & 4th downs · 77% expected +15% WYO AF: Touchdown
7 Q4 6:01 Air Force was stopped on 3rd & 23rd & 4th downs · 56% expected +7% WYO AF: Touchdown
8 Q4 5:28 Air Force converted 4th & 13rd & 4th downs · 70% expected +7% AF AF: 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

Wyoming 34% · Air Force 66%

Final margin
Air Force by 3
Luck in points
0.8 for Air Force
Luck-adjusted margin
Air Force by 2.2
Replay with same day's form
Wyoming 87% · Air Force 13% 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 8 2025 games · Wyoming · Air Force

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