luckadjusted

Week 8 2023 · October 29, 2023

Rams at Cowboys, Week 8 2023: who deserved to win?

The Cowboys beat the Rams 43–20, and it was no fluke: replayed with the way both teams actually played, the Cowboys win 8 of 10.

Before kickoff the Cowboys were 68% favorites. The biggest swing (Q1, 0:43 left): Return touchdown by the Cowboys, worth 17 points of win probability to the Cowboys.

Final

Los Angeles Rams 20
Dallas Cowboys 43

October 29, 2023 · AT&T Stadium · Closing line: Cowboys −6.5

Luck index +15 Cowboys about even · −15 Rams

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. Rams win 2, Cowboys win 8.

  1. 1 LA 24 DAL 13
  2. 2 LA 23 DAL 20
  3. 3 LA 28 DAL 30
  4. 4 LA 26 DAL 31
  5. 5 LA 30 DAL 37
  6. 6 LA 13 DAL 24
  7. 7 LA 16 DAL 30
  8. 8 LA 14 DAL 31
  9. 9 LA 20 DAL 41
  10. 10 LA 10 DAL 39

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, drop, conversion and judgment call redrawn; everything else fixed. The narrowest view of luck.

How 4,000 replays ended

Rams win 15% of them, Cowboys 85%, counting the 1% still level after regulation as half each. The line is what actually happened: Cowboys by 23.

Show as a table
Final margin in the replaysShare of replays
Rams by 17+0.8%
Rams by 9–164.0%
Rams by 1–89.5%
Level after regulation1.1%
Cowboys by 1–825.4%
Cowboys by 9–1622.8%
Cowboys by 17+36.4%

Where the luck was

Take the luck out

The final margin was Cowboys by 23. Remove the luck, one kind at a time, and it becomes Cowboys by 15.1.

Each row takes one kind of luck out of the margin. Color shows which team it helped. Luck shares are the fitted ones (how much of each component is luck).

The kicks

How likely each kicker was to make that kick (his own record, the distance and the weather), and what happened.

  • L. Havrisik, 33 yds made · 95% expected
  • B. Aubrey, 58 yds made · 64% expected
  • B. Aubrey, 27 yds made · 98% expected
  • L. Havrisik, 47 yds made · 79% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

When it happened

Cowboys’ chance of winning

As low as 49% and as high as 100%. Numbers mark the biggest luck moments, listed below.

nflfastR’s in-game win probability. It ignores the betting line, so it starts near even. Shaded above the middle while the Cowboys were ahead in it, below while the Rams were.
#WhenWhat happenedWin probability forNext drive
1 Q1 13:46 Illegal Contact on the Rams (Quentin Lake), 6 yardsJudgment calls · 1 flag in 403 snaps before, position avg 1 per 530 +7% DAL DAL: Touchdown
2 Q1 10:30 The Cowboys converted 3rd & 63rd & 4th downs · 38% expected +6% DAL DAL: Touchdown
3 Q1 7:23 The Rams converted 3rd & 113rd & 4th downs · 26% expected +9% LA LA: Field goal
4 Q1 6:04 The Rams were stopped on 3rd & 103rd & 4th downs · 28% expected +3% DAL LA: Field goal
5 Q1 1:34 The Cowboys were stopped on 3rd & 43rd & 4th downs · 47% expected +6% LA DAL: Field goal
6 Q1 0:48 B. Aubrey made 58-yard field goalKicks · 64% expected for him, 3 of 3 from 45+ before +7% DAL DAL: Opp touchdown
7 Q1 0:43 The Rams threw an interception-worthy pass, and it was pickedInterceptions · 51% expected to stay out of the defense's handsReturn touchdown by the CowboysSpecial teams +17% DAL LA: Safety
8 Q2 14:26 The Rams were stopped on 3rd & 33rd & 4th downs · 51% expected +3% DAL LA: Safety

Missing players

Key players (usually on the field for half the snaps or more) who missed this game or part of it, valued by position and quality. The same players are missing in every replay, so this counts as luck in points only.

  • Trevon Diggs (DAL CB), out (IR) · 1.2 pts
  • Tyron Smith (DAL T), out · 1.2 pts
  • Leighton Vander Esch (DAL LB), out (IR) · 0.5 pts
  • Rob Havenstein (LA T), out · 1.0 pts
  • Kyren Williams (LA RB), out (IR) · 0.5 pts

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

Rams 1% · Cowboys 99%

Final margin
Cowboys by 23
Luck in points
7.9 for the Cowboys
Luck-adjusted margin
Cowboys by 15.1
Replay with same day's form
Rams 15% · Cowboys 85% unchanged: why
How much of each is luck?

0% treats it as skill, 100% as pure luck. The tick is our fit.

What counts

We tested momentum on 19,000 lucky breaks and found none, so it's off by default. 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 win probability from nflfastR via nflverse; kicks valued against each kicker’s own record; drops and interception-worthy throws from FTN charting; injuries from snap counts and injury reports.

Methodology and validation · All Week 8 2023 games · Rams · Cowboys

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