luckadjusted
CFB Week 4 · 2026

Week 1 2025 · August 29, 2025

App State vs Charlotte, Week 1 2025: who deserved to win?

App State beat Charlotte 34–11, and the replays back it up: with the way both teams actually played, App State wins 10 of 10.

Before kickoff App State was a 71% favorite. The biggest swing (Q1, 7:49 left): Charlotte converted 3rd & 11, worth 10 points of win probability to Charlotte.

Final

App State Mountaineers 34
Charlotte 49ers 11

August 29, 2025 · Bank of America Stadium · Closing line: App State −8.5

Luck index 0 App State about even · 0 Charlotte

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. App State wins 10, Charlotte wins 0.

  1. 1 APP 60 CLT 3
  2. 2 APP 49 CLT 0
  3. 3 APP 44 CLT 0
  4. 4 APP 39 CLT 0
  5. 5 APP 35 CLT 0
  6. 6 APP 38 CLT 7
  7. 7 APP 36 CLT 9
  8. 8 APP 30 CLT 7
  9. 9 APP 26 CLT 7
  10. 10 APP 25 CLT 14

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

App State wins 100% of them, Charlotte 0%. The line is what actually happened: App State by 23.

Show as a table
Final margin in the replaysShare of replays
App State by 17+96.6%
App State by 9–162.5%
App State by 1–80.6%
Level after regulation0.0%
Charlotte by 1–80.2%
Charlotte by 9–160.0%
Charlotte by 17+0.0%

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 0.0 points to Charlotte: the final margin was App State by 23, without the luck App State by 23. 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.

  • L. Boyd, 42 yds made · 69% expected
  • D. De Freitas, 47 yds made · 59% expected
  • D. De Freitas, 35 yds made · 81% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: App State 8 for 83 yards, Charlotte 7 for 54 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 15:00 False Start on Charlotte, 5 yards · pre-snap +1% APP +0.8 pts
Q1 13:32 Holding on App State, 10 yards +1% CLT +0.6 pts
Q1 13:32 Delay of Game on App State, 5 yards · pre-snap +1% CLT +0.5 pts
Q1 11:58 Holding on Charlotte, 4 yards 0% APP +0.2 pts
Q1 9:56 Holding on App State, 10 yards +1% CLT +0.6 pts
Q1 7:49 Roughing the Passer on App State, 15 yards +2% CLT +0.9 pts
Q1 7:49 False Start on Charlotte, 5 yards · pre-snap +1% APP +0.8 pts
Q2 8:38 False Start on Charlotte, 5 yards · pre-snap +2% APP +0.9 pts
Q3 10:22 Holding on Charlotte, 10 yards 0% APP +0.6 pts
Q3 4:27 Personal Foul on App State, 3 yards 0% CLT +0.2 pts
Q3 1:20 Holding on Charlotte, 10 yards 0% APP +0.6 pts
Q3 0:49 Personal Foul on App State, 15 yards 0% CLT +1.6 pts
Q4 15:00 Pass Interference on App State, 15 yards 0% CLT +1.6 pts
Q4 10:25 Pass Interference on Charlotte, 15 yards +2% APP +1.6 pts
Q4 6:18 Holding on App State, 10 yards 0% CLT +0.6 pts

When it happened

Charlotte’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 Charlotte was ahead in it, below while App State was.
#WhenWhat happenedWin probability forNext drive
1 Q1 15:00 Charlotte was stopped on 3rd & 123rd & 4th downs · 19% expectedFalse Start on Charlotte, 5 yardsPre-snap flags +2% APP CLT: Punt
2 Q1 13:32 App State was stopped on 3rd & 73rd & 4th downs · 37% expectedApp State was stopped on 3rd & 173rd & 4th downs · 21% expectedHolding on App State, 10 yardsJudgment callsDelay of Game on App State, 5 yardsPre-snap flags +5% CLT APP: Punt
3 Q1 7:49 Charlotte converted 3rd & 113rd & 4th downs · 20% expectedCharlotte converted 3rd & 23rd & 4th downs · 56% expectedCharlotte converted 3rd & 43rd & 4th downs · 40% expectedCharlotte was stopped on 3rd & 13rd & 4th downs · 71% expectedApp State fumbled and Charlotte recoveredFumble bounces · loose balls are close to 50/50Roughing the Passer on App State, 15 yardsJudgment callsFalse Start on Charlotte, 5 yardsPre-snap flags +10% CLT CLT: Field goal
4 Q1 1:21 L. Boyd made a 42-yard field goalKicks · 69% expected for him +4% CLT CLT: Punt
5 Q2 15:00 App State was stopped on 3rd & 123rd & 4th downs · 27% expected +3% CLT APP: Punt
6 Q2 11:56 App State converted 3rd & 53rd & 4th downs · 45% expected +4% APP APP: Touchdown
7 Q2 1:07 App State converted 4th & 13rd & 4th downs · 79% expected +2% APP APP: End of half
8 Q2 0:03 App State was stopped on 3rd & 73rd & 4th downs · 37% expected +3% APP APP: 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

App State 100% · Charlotte 0%

Final margin
App State by 23
Luck in points
none
Luck-adjusted margin
App State by 23.0
Replay with same day's form
App State 100% · Charlotte 0% 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 1 2025 games · App State · Charlotte

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