luckadjusted
Premier League Matchday 5 · 2026-27

Matchday 28 · Premier League 2015-16 · March 2, 2016

Arsenal 1–2 Swansea: who deserved to win?

Swansea beat Arsenal 2–1, but the replays call it even: Swansea win 3 of 10, Arsenal 4, 3 end level. The chances were close to even (1.3 expected goals to 1.2).

Full time

TeamGoalsxG
Arsenal 1 1.33
Swansea City 2 1.17

March 2, 2016 · Emirates Stadium · Referee: Robert Madley

Luck index +54 Swansea lucky · −54 Arsenal

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. Arsenal win 4, 3 end level, Swansea win 3.

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

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

Arsenal win 40%, 28% end level, Swansea win 32%. The line is what actually happened: Swansea by 1.

Show as a table
After 90 minutes in the replaysShare of replays
Arsenal by 3+7.0%
Arsenal by 212.0%
Arsenal by 121.4%
Draw27.8%
Swansea by 118.2%
Swansea by 29.2%
Swansea by 3+4.3%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Arsenal1711.33−0.33
Swansea1121.17+0.83

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
14'Joel Nathaniel Campbell Samuels scored from a shot0.21
31'Wayne Routledge scored from a shot0.28
73'Ashley Williams scored from a shot0.50

When it happened

Arsenal’s chance of winning

As low as 0% and as high as 83%. 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 Arsenal was ahead in it, below while Swansea was.
#WhenWhat happenedWin probability for
1 2' Olivier Giroud didn’t score from a shotFinishing · 16% chance +4% SWA
2 14' Joel Nathaniel Campbell Samuels scored from a shotFinishing · 21% chance +18% ARS
3 31' Wayne Routledge scored from a shotFinishing · 28% chance +19% SWA
4 40' Olivier Giroud didn’t score from a shotFinishing · 23% chance +6% SWA
5 64' Gylfi Þór Sigurðsson didn’t score from a shotFinishing · 19% chance +7% ARS
6 73' The game turned hereAshley Williams scored from a shotFinishing · 50% chance +21% SWA
7 79' Ignacio Monreal Eraso didn’t score from a shotFinishing · 10% chance +4% SWA
8 92' Daniel Nii Tackie Mensah Welbeck didn’t score from a shotFinishing · 8% chance +4% SWA

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

Arsenal 38% · draw 27% · Swansea 35%

Final margin
Swansea by 1
Luck in goals
0.9 for Swansea
Luck-adjusted margin
Swansea by 0.1
Replay with same day's form
Arsenal 40% · draw 28% · Swansea 32% 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). Swansea win 46% of replays (a draw counted as half).

All matchday 28 matches, 2015-16 · Arsenal · Swansea

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