luckadjusted
CFB Week 4 · 2026

Week 8 2025 · October 18, 2025

UTSA at North Texas, Week 8 2025: who deserved to win?

North Texas beat UTSA 55–17, and the replays back it up: with the way both teams actually played, North Texas wins 9 of 10.

An off day for UTSA: its defense played far below its usual level. In a fresh game against North Texas it would win 36% of the time; with this day’s form, 6%. The numbers

Before kickoff North Texas was a 60% favorite. The biggest swing (Q1, 10:44 left): Holding on UTSA, 10 yards, wiping out the play, worth 11 points of win probability to North Texas.

Final

UTSA Roadrunners 17
North Texas Mean Green 55

October 18, 2025 · DATCU Stadium · Closing line: North Texas −4

Luck index +6 North Texas about even · −6 UTSA

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. UTSA wins 1, North Texas wins 9.

  1. 1 UTSA 31 UNT 24
  2. 2 UTSA 24 UNT 27
  3. 3 UTSA 28 UNT 37
  4. 4 UTSA 38 UNT 51
  5. 5 UTSA 28 UNT 47
  6. 6 UTSA 21 UNT 45
  7. 7 UTSA 23 UNT 52
  8. 8 UTSA 17 UNT 49
  9. 9 UTSA 16 UNT 52
  10. 10 UTSA 10 UNT 55

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.

An off day for UTSA

Its defense played far below its usual level. In a fresh game against North Texas it would win 36% of the time; with this day’s form, 6%.

30 points apart for UTSA: the gap is how differently this game went from what the two teams usually are.

UnitThis gameUsual levelBetter or worse than usual
UTSA offenseEPA per play gained +0.17 +0.06 better by 0.12
UTSA defenseEPA per play allowed +0.39 +0.04 worse by 0.36
North Texas offenseEPA per play gained +0.39 +0.13 better by 0.26
North Texas defenseEPA per play allowed +0.17 +0.13 worse by 0.04

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

UTSA wins 6% of them, North Texas 94%. The line is what actually happened: North Texas by 38.

Show as a table
Final margin in the replaysShare of replays
UTSA by 17+0.4%
UTSA by 9–161.7%
UTSA by 1–83.7%
Level after regulation0.5%
North Texas by 1–810.0%
North Texas by 9–1615.6%
North Texas by 17+68.1%

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 +6.8 points to North Texas: the final margin was North Texas by 38, without the luck North Texas by 31.2. 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.

  • K. Nguma, 28 yds made · 87% expected
  • M. Petro, 29 yds made · 88% expected
  • K. Nguma, 19 yds made · 93% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: UTSA 8 for 64 yards, North Texas 6 for 50 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 10:44 Holding on UTSA, 10 yards, wiping out the play +11% UNT +5.3 pts
Q1 7:31 Illegal Block on UTSA, 10 yards +5% UNT +2.3 pts
Q1 5:19 Holding on UTSA, 10 yards +3% UNT +1.3 pts
Q1 5:19 False Start on North Texas, 5 yards · pre-snap 0% UTSA +0.5 pts
Q1 3:11 False Start on UTSA, 5 yards · pre-snap +2% UNT +0.8 pts
Q2 14:56 Holding on UTSA, 9 yards +1% UNT +0.6 pts
Q2 14:56 Holding on UTSA, 10 yards 0% UNT +0.8 pts
Q2 8:50 Offside on North Texas, 5 yards · pre-snap +1% UTSA +0.5 pts
Q2 5:22 Pass Interference on North Texas, 15 yards +4% UTSA +1.8 pts
Q3 9:58 False Start on UTSA, 5 yards · pre-snap +1% UNT +0.8 pts
Q3 7:28 Pass Interference on North Texas, 15 yards +1% UTSA +2.1 pts
Q3 3:07 False Start on UTSA, 5 yards · pre-snap 0% UNT +0.6 pts
Q3 0:55 Delay of Game on North Texas, 5 yards · pre-snap 0% UTSA +0.9 pts
Q4 4:51 False Start on North Texas, 5 yards · pre-snap 0% UTSA +0.5 pts

When it happened

North Texas’s chance of winning

As low as 45% 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 North Texas was ahead in it, below while UTSA was.
#WhenWhat happenedWin probability forNext drive
1 Q1 10:44 Holding on UTSA, 10 yards, wiping out the playJudgment calls +11% UNT UNT: Field goal
2 Q1 5:19 Holding on UTSA, 10 yardsJudgment callsFalse Start on North Texas, 5 yardsPre-snap flags +3% UNT UNT: Touchdown
3 Q1 3:11 North Texas converted 4th & 33rd & 4th downs · 56% expectedUTSA was stopped on 3rd & 113rd & 4th downs · 26% expectedFalse Start on UTSA, 5 yardsPre-snap flags +3% UNT UNT: Touchdown
4 Q2 14:56 UTSA converted 3rd & 33rd & 4th downs · 54% expectedUTSA converted 3rd & 13rd & 4th downs · 77% expectedUTSA converted 3rd & 23rd & 4th downs · 64% expectedHolding on UTSA, 9 yardsJudgment callsHolding on UTSA, 10 yardsJudgment calls +4% UTSA UTSA: Punt
5 Q2 1:43 North Texas converted 4th & 13rd & 4th downs · 77% expectedNorth Texas converted 3rd & 123rd & 4th downs · 25% expected +6% UNT UNT: Touchdown
6 Q2 0:34 North Texas converted 3rd & 53rd & 4th downs · 45% expected +2% UNT UNT: Touchdown
7 Q2 0:09 North Texas converted 3rd & 103rd & 4th downs · 29% expected +6% UNT UNT: Touchdown
8 Q3 15:00 North Texas converted 3rd & 53rd & 4th downs · 45% expected +3% UNT UNT: Touchdown

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

UTSA 0% · North Texas 100%

Final margin
North Texas by 38
Luck in points
6.8 for North Texas
Luck-adjusted margin
North Texas by 31.2
Replay with same day's form
UTSA 6% · North Texas 94% 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 · UTSA · North Texas

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