luckadjusted

Week 1 2019 · September 8, 2019

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

Bengals at Seahawks, Week 1 2019: who deserved to win?

The Seahawks beat the Bengals 21–20, but the Bengals played well enough to win it: they take 6 of 10 replays with the same day's form. Luck ran their way: fumble bounces alone were worth 3.1 points to the Seahawks.

The Seahawks won on an off day: their offense played far below its usual level. In a fresh game against the Bengals they would win 71% of the time; with this day’s form, 38%. The numbers

Before kickoff the Seahawks were 76% favorites. The biggest swing (Q3, 0:10 left): Offensive Holding on the Seahawks, 10 yards, wiping out the play, worth 15 points of win probability to the Bengals.

Final

Cincinnati Bengals 20
Seattle Seahawks 21

September 8, 2019 · CenturyLink Field · Closing line: Seahawks −9.5

Luck index +62 Seahawks very lucky · −62 Bengals

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. Bengals win 6, Seahawks win 4.

  1. 1 CIN 27 SEA 0
  2. 2 CIN 34 SEA 17
  3. 3 CIN 26 SEA 13
  4. 4 CIN 40 SEA 31
  5. 5 CIN 23 SEA 17
  6. 6 CIN 23 SEA 21
  7. 7 CIN 22 SEA 24
  8. 8 CIN 23 SEA 30
  9. 9 CIN 10 SEA 23
  10. 10 CIN 7 SEA 26

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.

The Seahawks won on an off day

Their offense played far below its usual level. In a fresh game against the Bengals they would win 71% of the time; with this day’s form, 38%.

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

UnitThis gameUsual levelBetter or worse than usual
Bengals offenseEPA per play gained +0.10 +0.09 better by 0.01
Bengals defenseEPA per play allowed −0.05 +0.17 better by 0.23
Seahawks offenseEPA per play gained −0.05 +0.12 worse by 0.17
Seahawks defenseEPA per play allowed +0.10 +0.10 better by 0.00

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

Bengals win 62% of them, Seahawks 38%, counting the 3% still level after regulation as half each. The line is what actually happened: Seahawks by 1.

Show as a table
Final margin in the replaysShare of replays
Bengals by 17+17.0%
Bengals by 9–1617.7%
Bengals by 1–823.7%
Level after regulation3.2%
Seahawks by 1–817.3%
Seahawks by 9–1613.4%
Seahawks by 17+7.7%

Where the luck was

Take the luck out

The final margin was Seahawks by 1. Remove the luck, one kind at a time, and it becomes Bengals by 4.4.

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.

  • R. Bullock, 39 yds made · 88% expected
  • R. Bullock, 45 yds missed · 80% expected
  • R. Bullock, 27 yds made · 97% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

When it happened

Seahawks’ chance of winning

As low as 29% 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 Seahawks were ahead in it, below while the Bengals were.
#WhenWhat happenedWin probability forNext drive
1 Q1 7:51 Running Into the Kicker on the Seahawks (Cody Barton), 5 yardsJudgment calls · no snap history yet +10% CIN CIN: Field goal
2 Q2 9:33 The Seahawks converted 3rd & 73rd & 4th downs · 31% expected +8% SEA SEA: Touchdown
3 Q2 0:59 The Seahawks converted 3rd & 73rd & 4th downs · 24% expected +11% SEA SEA: Touchdown
4 Q3 10:18 The Bengals converted 3rd & 83rd & 4th downs · 31% expected +12% CIN CIN: Missed field goal
5 Q3 0:48 The Seahawks converted 3rd & 53rd & 4th downs · 38% expected +14% SEA SEA: Touchdown
6 Q3 0:10 Offensive Holding on the Seahawks, 10 yards, wiping out the playJudgment calls +15% CIN CIN: Field goal
7 Q4 7:03 R. Bullock made 27-yard field goalKicks · 97% expected for him +14% SEA CIN: Punt
8 Q4 0:14 The Bengals fumbled and the Seahawks recoveredFumble bounces · loose balls are close to 50/50 +11% SEA –

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.

  • Ed Dickson (SEA TE), out (IR) · 0.3 pts
  • David Moore (SEA WR), out · 0.3 pts
  • Cordy Glenn (CIN T), out · 0.9 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

Bengals 71% · Seahawks 29%

Final margin
Seahawks by 1
Luck in points
5.4 for the Seahawks
Luck-adjusted margin
Bengals by 4.4
Replay with same day's form
Bengals 62% · Seahawks 38% 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 (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 1 2019 games · Bengals · Seahawks

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