luckadjusted
CFB Week 4 · 2026

Week 1 2025 · August 23, 2025

Iowa State vs Kansas State, Week 1 2025: who deserved to win?

Iowa State beat Kansas State 24–21, but the replays lean toward Kansas State: it takes 7 of 10 with the same day's form. Luck ran its way: 3rd & 4th downs alone were worth 14 points of win probability to Iowa State.

Before kickoff Kansas State was a 59% favorite. The biggest swing (Q4, 8:19 left): Kansas State was stopped on 4th & 1, worth 16 points of win probability to Iowa State.

Final

Iowa State Cyclones 24
Kansas State Wildcats 21

August 23, 2025 · Aviva Stadium · Closing line: Kansas State −3.5

Luck index +69 Iowa State very lucky · −69 Kansas State

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. Iowa State wins 3, Kansas State wins 7.

  1. 1 ISU 24 KSU 7
  2. 2 ISU 23 KSU 14
  3. 3 ISU 20 KSU 17
  4. 4 ISU 19 KSU 21
  5. 5 ISU 21 KSU 27
  6. 6 ISU 14 KSU 23
  7. 7 ISU 17 KSU 28
  8. 8 ISU 21 KSU 38
  9. 9 ISU 7 KSU 28
  10. 10 ISU 14 KSU 42

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

Iowa State wins 31% of them, Kansas State 69%, counting the 2% still level after regulation as half each. The line is what actually happened: Iowa State by 3.

Show as a table
Final margin in the replaysShare of replays
Iowa State by 17+5.3%
Iowa State by 9–1610.3%
Iowa State by 1–815.5%
Level after regulation1.7%
Kansas State by 1–825.3%
Kansas State by 9–1618.1%
Kansas State by 17+23.7%

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 +1.0 points to Iowa State: the final margin was Iowa State by 3, without the luck Iowa State by 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. Konrardy, 49 yds missed · 56% expected
  • K. Konrardy, 34 yds made · 81% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: Iowa State 2 for 15 yards, Kansas State 5 for 38 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 10:35 Pass Interference on Kansas State, 13 yards +4% ISU +1.8 pts
Q1 3:01 False Start on Kansas State, 5 yards · pre-snap +1% ISU +0.5 pts
Q2 9:45 Delay of Game on Iowa State, 5 yards · pre-snap +2% KSU +0.7 pts
Q2 2:21 Holding on Kansas State, 10 yards +2% ISU +0.6 pts
Q2 1:16 Intentional Grounding on Kansas State, 0 yards 0% ISU 0.0 pts
Q3 1:07 Holding on Iowa State, 10 yards 0% ISU +1.5 pts
Q4 9:53 Holding on Kansas State, 10 yards, wiping out the play +9% ISU +1.8 pts

When it happened

Kansas State’s chance of winning

As low as 0% and as high as 68%. 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 Kansas State was ahead in it, below while Iowa State was.
#WhenWhat happenedWin probability forNext drive
1 Q1 12:01 Kansas State fumbled and Iowa State recoveredFumble bounces · loose balls are close to 50/50 +7% ISU KSU: Punt
2 Q2 11:58 Kansas State was stopped on 4th & 13rd & 4th downs · 71% expected +6% ISU KSU: Turnover
3 Q2 9:33 Kansas State converted 3rd & 83rd & 4th downs · 32% expected +6% KSU KSU: Turnover
4 Q3 1:07 Iowa State converted 3rd & 73rd & 4th downs · 34% expectedHolding on Iowa State, 10 yardsJudgment calls +9% ISU ISU: Field goal
5 Q4 10:13 Iowa State was stopped on 3rd & 53rd & 4th downs · 42% expected +7% KSU ISU: Field goal
6 Q4 9:53 Holding on Kansas State, 10 yards, wiping out the playJudgment calls +9% ISU ISU: Touchdown
7 Q4 8:19 Kansas State was stopped on 4th & 13rd & 4th downs · 77% expected +16% ISU KSU: Touchdown
8 Q4 2:18 Iowa State converted 4th & 33rd & 4th downs · 53% expected +7% ISU ISU: End of game

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

Iowa State 61% · Kansas State 39%

Final margin
Iowa State by 3
Luck in points
1.0 for Iowa State
Luck-adjusted margin
Iowa State by 2.0
Replay with same day's form
Iowa State 31% · Kansas State 69% 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 · Iowa State · Kansas State

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