luckadjusted
Premier League Matchday 5 · 2026-27

Matchday 33 · Premier League 2015-16 · April 10, 2016

Liverpool 4–1 Stoke: who deserved to win?

Liverpool beat Stoke 4–1, and the replays back it up: with the way both teams played, Liverpool win 8 of 10, 1 end level. Liverpool made the better chances: 1.9 expected goals to 0.6.

Full time

TeamGoalsxG
Liverpool 4 1.90
Stoke City 1 0.59

April 10, 2016 · Anfield · Referee: Mark Clattenburg

Luck index +12 Liverpool about even · −12 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. Liverpool win 8, 1 ends level, Stoke win 1.

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

Liverpool win 81%, 13% end level, Stoke win 6%. The line is what actually happened: Liverpool by 3.

Show as a table
After 90 minutes in the replaysShare of replays
Liverpool by 3+36.1%
Liverpool by 222.7%
Liverpool by 122.4%
Draw13.1%
Stoke by 14.5%
Stoke by 20.9%
Stoke by 3+0.2%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Liverpool1441.90+2.10
Stoke1110.59+0.41

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
7'Alberto Moreno Pérez scored from a shot0.02
21'Bojan Krkíc Pérez scored from a shot0.20
31'Daniel Andre Sturridge scored from a shot0.64
49'Divock Okoth Origi scored from a shot0.26
60'Divock Okoth Origi didn’t score from a shot0.53
64'Divock Okoth Origi scored from a shot0.01

When it happened

Liverpool’s chance of winning

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 Liverpool was ahead in it, below while Stoke was.
#WhenWhat happenedWin probability for
1 7' Alberto Moreno Pérez scored from a shotFinishing · 2% chance +22% LIV
2 21' Bojan Krkíc Pérez scored from a shotFinishing · 20% chance +19% STK
3 27' Daniel Andre Sturridge didn’t score from a shotFinishing · 4% chance +1% STK
4 31' Daniel Andre Sturridge scored from a shotFinishing · 64% chance +9% LIV
5 38' Ryan Shawcross didn’t score from a shotFinishing · 9% chance +2% LIV
6 49' Divock Okoth Origi scored from a shotFinishing · 26% chance +8% LIV
7 53' Geoff Cameron didn’t score from a shotFinishing · 12% chance +1% LIV
8 64' Divock Okoth Origi scored from a shotFinishing · 1% chance +1% LIV

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

Liverpool 92% · draw 6% · Stoke 2%

Final margin
Liverpool by 3
Luck in goals
1.3 for Liverpool
Luck-adjusted margin
Liverpool by 1.7
Replay with same day's form
Liverpool 81% · draw 13% · Stoke 6% 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). Liverpool win 88% of replays (a draw counted as half).

All matchday 33 matches, 2015-16 · Liverpool · Stoke

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