luckadjusted
Premier League Matchday 5 · 2026-27

Matchday 11 · Premier League 2015-16 · October 31, 2015

Swansea 0–3 Arsenal: who deserved to win?

Arsenal beat Swansea 3–0, and the replays back it up: with the way both teams played, Arsenal win 8 of 10, 2 end level. Arsenal made the better chances: 1.6 expected goals to 0.3.

Full time

TeamGoalsxG
Swansea City 0 0.33
Arsenal 3 1.65

October 31, 2015 · Swansea.com Stadium · Referee: Kevin Friend

Luck index +13 Arsenal about even · −13 Swansea

Each team’s own shots from this match, resampled into new matches 4,000 times, each a goal at its expected-goals chance: with the way both teams actually played, how often does this performance win? How the replay works

Ten replays. Swansea win 0, 2 end level, Arsenal win 8.

  1. 1 SWA 0 ARS 0
  2. 2 SWA 0 ARS 0
  3. 3 SWA 0 ARS 5
  4. 4 SWA 0 ARS 3
  5. 5 SWA 0 ARS 3
  6. 6 SWA 1 ARS 3
  7. 7 SWA 0 ARS 2
  8. 8 SWA 1 ARS 2
  9. 9 SWA 0 ARS 1
  10. 10 SWA 0 ARS 1

The narrowest view of luck

The same match, with only the coin flips re-rolled: every shot kept where and how it was taken, its outcome redrawn at its chance (75% of finishing counts as luck), own goals at the league’s rate.

There is no betting line for this match, and no forecast from before kickoff: matches of past seasons are replayed, not forecast.

How 4,000 replays of the 90 minutes ended

Swansea win 5%, 17% end level, Arsenal win 78%. The line is what actually happened: Arsenal by 3.

Show as a table
After 90 minutes in the replaysShare of replays
Swansea by 3+0.1%
Swansea by 20.4%
Swansea by 14.3%
Draw17.2%
Arsenal by 125.4%
Arsenal by 224.3%
Arsenal by 3+28.2%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Swansea700.33−0.33
Arsenal1331.65+1.35

Own goals aren’t shots, so they’re counted on their own. A side above expected finished better than its chances, or met a goalkeeper on a bad day; 75% of the gap counts as luck (why that share).

The big chances, and every goal

MinuteChancexG
48'Olivier Giroud scored from a shot0.12
67'Laurent Koscielny scored from a shot0.61
72'Joel Nathaniel Campbell Samuels scored from a shot0.21

When it happened

Swansea’s chance of winning

As low as 0% and as high as 59%. Numbers mark the biggest luck moments, listed below.

Our in-game win probability: the score and the minutes left, with goals for the rest of the match at the league’s rates. A draw counts half, as in the replays. Shaded above the middle while Swansea was ahead in it, below while Arsenal was.
#WhenWhat happenedWin probability for
1 7' Ignacio Monreal Eraso didn’t score from a shotFinishing · 6% chance +1% SWA
2 26' Bafétimbi Gomis didn’t score from a shotFinishing · 12% chance +3% ARS
3 28' Olivier Giroud didn’t score from a shotFinishing · 20% chance +6% SWA
4 36' Joel Nathaniel Campbell Samuels didn’t score from a shotFinishing · 5% chance +1% SWA
5 48' The game turned hereOlivier Giroud scored from a shotFinishing · 12% chance +29% ARS
6 49' Gylfi Þór Sigurðsson didn’t score from a shotFinishing · 6% chance +2% ARS
7 52' Gylfi Þór Sigurðsson didn’t score from a shotFinishing · 4% chance +1% ARS
8 67' Laurent Koscielny scored from a shotFinishing · 61% chance +5% ARS

Adjust the assumptions

Think finishing is more skill than we do? Change how much of it counts as luck and the coin-flip replay of the 90 minutes reruns in your browser.

Only coin-flips re-rolled

Swansea 1% · draw 5% · Arsenal 94%

Final margin
Arsenal by 3
Luck in goals
1.3 for Arsenal
Luck-adjusted margin
Arsenal by 1.7
Replay with same day's form
Swansea 5% · draw 17% · Arsenal 78% unchanged: why
How much of each is luck?

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

What counts
Flip a play

Force the other outcome, in this match and in every replay: a goal becomes a save, a chance goes in.

About these numbers

Expected goals per shot from StatsBomb’s open data; the replays, the in-game win probability and the luck shares are our own models, fitted and tested on every shot of four full league seasons and four tournaments, these matches included (methodology and validation). Arsenal win 87% of replays (a draw counted as half).

All matchday 11 matches, 2015-16 · Swansea · Arsenal

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