luckadjusted
NFL Week 9 · 2026

Week 4 2021 · October 3, 2021

No FTN charting for this game (drops and interception-worthy throws are not modelled).

Panthers at Cowboys, Week 4 2021: who deserved to win?

The Cowboys beat the Panthers 36–28, and the replays lean their way: with the same day's form, they win 8 of 10.

Before kickoff the Cowboys were 63% favorites. The biggest swing (Q3, 12:54 left): Z. Gonzalez missed a 54-yard field goal, worth 9 points of win probability to the Cowboys.

Final

Carolina Panthers 28
Dallas Cowboys 36

October 3, 2021 · AT&T Stadium · Closing line: Cowboys −4.5

Luck index +23 Cowboys about even · −23 Panthers

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. Panthers win 2, Cowboys win 8.

  1. 1 CAR 33 DAL 20
  2. 2 CAR 27 DAL 23
  3. 3 CAR 40 DAL 42
  4. 4 CAR 30 DAL 34
  5. 5 CAR 30 DAL 37
  6. 6 CAR 24 DAL 33
  7. 7 CAR 34 DAL 47
  8. 8 CAR 6 DAL 23
  9. 9 CAR 20 DAL 41
  10. 10 CAR 20 DAL 49

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

Panthers win 23% of them, Cowboys 77%, counting the 2% still level after regulation as half each. The line is what actually happened: Cowboys by 8.

Show as a table
Final margin in the replaysShare of replays
Panthers by 17+2.9%
Panthers by 9–166.9%
Panthers by 1–812.6%
Level after regulation2.4%
Cowboys by 1–824.3%
Cowboys by 9–1621.7%
Cowboys by 17+29.3%

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 +0.4 points to the Cowboys: the final margin was Cowboys by 8, without the luck Cowboys by 7.6. 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 the weather), and what happened.

  • Z. Gonzalez, 54 yds missed · 65% expected
  • G. Zuerlein, 37 yds made · 91% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: Panthers 6 for 32 yards, Cowboys 7 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 half toward luck; pre-snap fouls, which repeat, don’t count. How calls are valued

WhenFlagWin probability for
Q1 12:15 Defensive Offside on the Cowboys, 5 yards · pre-snap +1% CAR +0.5 pts
Q1 11:45 Offensive Pass Interference on the Cowboys (Dalton Schultz), 10 yards, wiping out the play +4% CAR +1.3 pts
Q1 2:24 False Start on the Cowboys (CeeDee Lamb), 5 yards · pre-snap +2% CAR +0.5 pts
Q2 14:09 Defensive Too Many Men on Field on the Panthers, 1 yard · pre-snap +2% DAL 0.0 pts
Q2 14:09 False Start on the Panthers (Colin Thompson), 5 yards · pre-snap +2% DAL +0.7 pts
Q2 7:02 Defensive Pass Interference on the Panthers (Donte Jackson), 6 yards +1% DAL +0.3 pts
Q3 15:00 Offensive Holding on the Panthers, 10 yards +2% DAL +0.9 pts
Q3 1:22 False Start on the Cowboys (Jeremy Sprinkle), 5 yards · pre-snap 0% CAR +0.7 pts
Q4 12:02 Unnecessary Roughness on the Cowboys (Damontae Kazee), 15 yards 0% CAR +0.9 pts
Q4 6:58 False Start on the Cowboys (Nahshon Wright), 5 yards · pre-snap 0% CAR +0.2 pts
Q4 5:00 Delay of Game on the Panthers, 5 yards · pre-snap +1% DAL +0.7 pts
Q4 4:42 Illegal Use of Hands on the Cowboys (Nahshon Wright), 5 yards 0% CAR +0.3 pts
Q4 3:02 Defensive Too Many Men on Field on the Panthers, 5 yards · pre-snap 0% DAL +0.5 pts

Panthers penalties, every game · Cowboys penalties, every game · All teams, 2021

When it happened

Cowboys’ chance of winning

As low as 38% 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 Panthers were.
#WhenWhat happenedWin probability forNext drive
1 Q1 1:23 The Cowboys were stopped on 3rd & 13rd & 4th downs · 78% expected +5% CAR DAL: Touchdown
2 Q1 0:57 The Cowboys converted 4th & 13rd & 4th downs · 78% expected +5% DAL DAL: Touchdown
3 Q2 13:16 The Panthers converted 3rd & 123rd & 4th downs · 26% expected +8% CAR CAR: Touchdown
4 Q2 11:49 The Panthers converted 3rd & 113rd & 4th downs · 28% expected +7% CAR CAR: Touchdown
5 Q2 4:31 The Cowboys were stopped on 3rd & 33rd & 4th downs · 58% expected +5% CAR DAL: Punt
6 Q2 3:07 The Panthers converted 3rd & 43rd & 4th downs · 49% expected +5% CAR CAR: Punt
7 Q3 12:58 The Panthers were stopped on 3rd & 73rd & 4th downs · 37% expected +5% DAL CAR: Missed field goal
8 Q3 12:54 Z. Gonzalez missed a 54-yard field goalKicks · 65% expected for him, 13 of 21 from 45+ before +9% DAL CAR: Punt

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.

  • Michael Gallup (DAL WR), out (IR) · 0.9 pts
  • Brandon Knight (DAL T), out · 0.6 pts
  • Donovan Wilson (DAL S), out · 0.4 pts
  • Keanu Neal (DAL LB), out (IR) · 0.3 pts
  • Carlos Watkins (DAL DE), out · 0.2 pts
  • Hunter Niswander (DAL P), out (IR) · 0.2 pts
  • Neville Gallimore (DAL DT), out (IR) · 0.1 pts
  • Jaycee Horn (CAR CB), out (IR) · 0.7 pts
  • Christian McCaffrey (CAR RB), out · 0.6 pts
  • Yetur Gross-Matos (CAR DE), out · 0.3 pts
  • Juston Burris (CAR SS), out (IR) · 0.3 pts
  • Juston Burris (CAR S), out (IR) · 0.3 pts
  • Pat Elflein (CAR G), out (IR) · 0.2 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

Panthers 5% · Cowboys 95%

Final margin
Cowboys by 8
Luck in points
0.4 for the Cowboys
Luck-adjusted margin
Cowboys by 7.6
Replay with same day's form
Panthers 23% · Cowboys 77% 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 win probability from nflfastR via nflverse; kicks valued against each kicker’s own record; drops and interception-worthy throws from FTN charting (not available for this game); injuries from snap counts and injury reports. No FTN charting for this game (drops and interception-worthy throws are not modelled).

Methodology and validation · All Week 4 2021 games · Panthers · Cowboys

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