luckadjusted
CFB Week 4 · 2026

Week 1 2026 · September 4, 2026

UTEP at Oklahoma, Week 1 2026: who deserved to win?

Oklahoma beat UTEP 51–0, and the replays back it up: with the way both teams actually played, Oklahoma wins 10 of 10.

Before kickoff Oklahoma was a 100% favorite.

Final

UTEP Miners 0
Oklahoma Sooners 51

September 4, 2026 · Memorial Stadium (Norman, OK) · Closing line: Oklahoma −40.5

Luck index +1 Oklahoma about even · −1 UTEP

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. UTEP wins 0, Oklahoma wins 10.

  1. 1 UTEP 13 OU 20
  2. 2 UTEP 7 OU 21
  3. 3 UTEP 6 OU 24
  4. 4 UTEP 3 OU 24
  5. 5 UTEP 0 OU 24
  6. 6 UTEP 0 OU 28
  7. 7 UTEP 10 OU 42
  8. 8 UTEP 3 OU 38
  9. 9 UTEP 0 OU 38
  10. 10 UTEP 0 OU 48

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

UTEP wins 1% of them, Oklahoma 99%. The line is what actually happened: Oklahoma by 51.

Show as a table
Final margin in the replaysShare of replays
UTEP by 17+0.1%
UTEP by 9–160.2%
UTEP by 1–80.5%
Level after regulation0.1%
Oklahoma by 1–83.1%
Oklahoma by 9–164.9%
Oklahoma by 17+91.1%

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.

No play in this game swung win probability by luck.

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 +15.7 points to Oklahoma: the final margin was Oklahoma by 51, without the luck Oklahoma by 35.3. 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.

  • C. Arreola, 33 yds missed · 81% expected
  • C. Arreola, 50 yds missed · 51% expected
  • T. Sandell, 33 yds made · 89% expected
  • T. Sandell, 32 yds made · 90% expected
  • L. Evans, 34 yds made · 82% expected
  • C. Arreola, 41 yds missed · 67% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: UTEP 4 for 35 yards, Oklahoma 3 for 30 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 10:56 Delay of Game on UTEP, 5 yards · pre-snap 0% OU +0.4 pts
Q2 2:01 Offside on UTEP, 5 yards · pre-snap 0% OU +0.8 pts
Q2 1:59 Pass Interference on Oklahoma, 10 yards, wiping out the play 0% UTEP +3.8 pts
Q2 1:31 Personal Foul on Oklahoma, 15 yards 0% UTEP +1.6 pts
Q3 7:35 Unnecessary Roughness on UTEP, 15 yards 0% OU +0.9 pts
Q4 9:05 Holding on UTEP, 10 yards 0% OU +0.6 pts
Q4 1:01 Delay of Game on Oklahoma, 5 yards · pre-snap 0% UTEP +0.2 pts

When it happened

Oklahoma’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 Oklahoma was ahead in it, below while UTEP was.
#WhenWhat happenedWin probability forNext drive
1 Q1 13:13 Oklahoma converted 3rd & 33rd & 4th downs · 55% expected +0% OU OU: Touchdown
2 Q1 9:16 Oklahoma converted 3rd & 13rd & 4th downs · 71% expected +0% OU OU: Touchdown
3 Q1 7:49 UTEP was stopped on 3rd & 63rd & 4th downs · 34% expected +0% OU UTEP: Missed field goal
4 Q1 7:27 Return touchdown by OklahomaSpecial teams +0% OU OU: Touchdown
5 Q1 3:34 UTEP was stopped on 3rd & 53rd & 4th downs · 37% expected +0% OU UTEP: Missed field goal
6 Q1 3:30 C. Arreola missed a 33-yard field goalKicks · 81% expected for him +0% OU UTEP: Missed field goal
7 Q2 13:04 UTEP converted 4th & 33rd & 4th downs · 48% expected +0% UTEP UTEP: Missed field goal
8 Q2 10:51 C. Arreola missed a 50-yard field goalKicks · 51% expected for him, 0 of 2 from 45+ before +0% OU UTEP: Punt

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

UTEP 0% · Oklahoma 100%

Final margin
Oklahoma by 51
Luck in points
15.7 for Oklahoma
Luck-adjusted margin
Oklahoma by 35.3
Replay with same day's form
UTEP 1% · Oklahoma 99% 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 2026 games · UTEP · Oklahoma

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