luckadjusted
Premier League Matchday 5 · 2026-27

Matchday 30 · Premier League 2015-16 · March 12, 2016

Stoke 1–2 Southampton: who deserved to win?

Southampton beat Stoke 2–1, but the replays call it even: Southampton win 3 of 10, Stoke 3, 4 end level. Stoke made the better chances: 0.9 expected goals to 0.6.

Full time

TeamGoalsxG
Stoke City 1 0.94
Southampton 2 0.57

March 12, 2016 · bet365 Stadium · Referee: Lee Mason

Luck index +52 Southampton lucky · −52 Stoke

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. Stoke win 3, 4 end level, Southampton win 3.

  1. 1 STK 1 SOU 0
  2. 2 STK 1 SOU 0
  3. 3 STK 2 SOU 0
  4. 4 STK 1 SOU 1
  5. 5 STK 0 SOU 0
  6. 6 STK 1 SOU 1
  7. 7 STK 0 SOU 0
  8. 8 STK 0 SOU 2
  9. 9 STK 1 SOU 2
  10. 10 STK 0 SOU 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

Stoke win 34%, 37% end level, Southampton win 29%. The line is what actually happened: Southampton by 1.

Show as a table
After 90 minutes in the replaysShare of replays
Stoke by 3+2.1%
Stoke by 28.7%
Stoke by 123.2%
Draw36.7%
Southampton by 120.4%
Southampton by 26.8%
Southampton by 3+1.9%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Stoke1410.94+0.06
Southampton1120.57+1.43

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
10'Graziano Pellè scored from a shot0.15
29'Graziano Pellè scored from a shot0.05
51'Marko Arnautović scored from a shot0.25

When it happened

Stoke’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 Stoke was ahead in it, below while Southampton was.
#WhenWhat happenedWin probability for
1 7' Ibrahim Afellay didn’t score from a shotFinishing · 9% chance +2% SOU
2 10' The game turned hereGraziano Pellè scored from a shotFinishing · 15% chance +22% SOU
3 20' Mame Biram Diouf didn’t score from a shotFinishing · 5% chance +1% SOU
4 29' Graziano Pellè scored from a shotFinishing · 5% chance +17% SOU
5 51' Marko Arnautović scored from a shotFinishing · 25% chance +12% STK
6 57' Marko Arnautović didn’t score from a shotFinishing · 9% chance +3% SOU
7 64' Mame Biram Diouf didn’t score from a shotFinishing · 18% chance +7% SOU
8 65' Mame Biram Diouf didn’t score from a shotFinishing · 5% chance +2% SOU

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

Stoke 43% · draw 35% · Southampton 22%

Final margin
Southampton by 1
Luck in goals
1.0 for Southampton
Luck-adjusted margin
even
Replay with same day's form
Stoke 34% · draw 37% · Southampton 29% 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). Southampton win 48% of replays (a draw counted as half).

All matchday 30 matches, 2015-16 · Stoke · Southampton

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