luckadjusted
Premier League Matchday 5 · 2026-27

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

Chelsea 1–3 Liverpool: who deserved to win?

Liverpool beat Chelsea 3–1, and the replays lean Liverpool’s way: 4 wins in 10, 2 for Chelsea, 4 end level. Liverpool made the better chances: 0.9 expected goals to 0.5.

Full time

TeamGoalsxG
Chelsea 1 0.49
Liverpool 3 0.89

October 31, 2015 · Stamford Bridge · Referee: Mark Clattenburg

Luck index +36 Liverpool lucky · −36 Chelsea

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. Chelsea win 2, 4 end level, Liverpool win 4.

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

Chelsea win 17%, 37% end level, Liverpool win 46%. The line is what actually happened: Liverpool by 2.

Show as a table
After 90 minutes in the replaysShare of replays
Chelsea by 3+0.6%
Chelsea by 23.1%
Chelsea by 113.6%
Draw37.1%
Liverpool by 128.5%
Liverpool by 213.0%
Liverpool by 3+4.1%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Chelsea810.49+0.51
Liverpool1630.89+2.11

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
3'Ramires Santos do Nascimento scored from a shot0.10
47'Philippe Coutinho Correia scored from a shot0.08
73'Philippe Coutinho Correia scored from a shot0.12
82'Christian Benteke Liolo scored from a shot0.08

When it happened

Chelsea’s chance of winning

As low as 0% and as high as 85%. 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 Chelsea was ahead in it, below while Liverpool was.
#WhenWhat happenedWin probability for
1 3' Ramires Santos do Nascimento scored from a shotFinishing · 10% chance +20% CHE
2 36' Lucas Pezzini Leiva didn’t score from a shotFinishing · 6% chance +2% CHE
3 47' Philippe Coutinho Correia scored from a shotFinishing · 8% chance +27% LIV
4 59' Robert Kenedy Nunes do Nascimento didn’t score from a shotFinishing · 6% chance +2% LIV
5 60' Ramires Santos do Nascimento didn’t score from a shotFinishing · 9% chance +3% LIV
6 73' The game turned herePhilippe Coutinho Correia scored from a shotFinishing · 12% chance +36% LIV
7 78' Diego da Silva Costa didn’t score from a shotFinishing · 6% chance +3% LIV
8 82' Christian Benteke Liolo scored from a shotFinishing · 8% chance +5% 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

Chelsea 6% · draw 16% · Liverpool 78%

Final margin
Liverpool by 2
Luck in goals
1.2 for Liverpool
Luck-adjusted margin
Liverpool by 0.8
Replay with same day's form
Chelsea 17% · draw 37% · Liverpool 46% 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 64% of replays (a draw counted as half).

All matchday 11 matches, 2015-16 · Chelsea · Liverpool

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