luckadjusted
Premier League Matchday 5 · 2026-27

Matchday 8 · Premier League 2015-16 · October 3, 2015

Chelsea 1–3 Southampton: who deserved to win?

Southampton beat Chelsea 3–1, and the replays back it up: with the way both teams played, Southampton win 7 of 10, 2 end level. Southampton made the better chances: 1.7 expected goals to 0.4.

Full time

TeamGoalsxG
Chelsea 1 0.43
Southampton 3 1.67

October 3, 2015 · Stamford Bridge · Referee: Robert Madley

Luck index +19 Southampton about even · −19 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 1, 2 end level, Southampton win 7.

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

Chelsea win 8%, 21% end level, Southampton win 71%. The line is what actually happened: Southampton by 2.

Show as a table
After 90 minutes in the replaysShare of replays
Chelsea by 3+0.1%
Chelsea by 21.1%
Chelsea by 17.0%
Draw20.9%
Southampton by 128.1%
Southampton by 222.3%
Southampton by 3+20.5%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Chelsea1110.43+0.57
Southampton1431.67+1.33

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
9'Willian Borges da Silva scored from a free kick0.01
42'Steven Davis scored from a shot0.08
48'Sadio Mané didn’t score from a shot0.42
59'Sadio Mané scored from a shot0.22
71'Graziano Pellè scored from a shot0.09

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 Southampton was.
#WhenWhat happenedWin probability for
1 9' Willian Borges da Silva scored from a free kickFinishing · 1% chance +22% CHE
2 40' Ryan Bertrand didn’t score from a shotFinishing · 20% chance +5% CHE
3 42' Steven Davis scored from a shotFinishing · 8% chance +26% SOU
4 47' Willian Borges da Silva didn’t score from a free kickFinishing · 6% chance +2% SOU
5 48' Sadio Mané didn’t score from a shotFinishing · 42% chance +14% CHE
6 48' Sadio Mané didn’t score from a shotFinishing · 18% chance +6% CHE
7 59' The game turned hereSadio Mané scored from a shotFinishing · 22% chance +28% SOU
8 71' Graziano Pellè scored from a shotFinishing · 9% chance +10% 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

Chelsea 3% · draw 7% · Southampton 90%

Final margin
Southampton by 2
Luck in goals
0.6 for Southampton
Luck-adjusted margin
Southampton by 1.4
Replay with same day's form
Chelsea 8% · draw 21% · Southampton 71% 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 81% of replays (a draw counted as half).

All matchday 8 matches, 2015-16 · Chelsea · Southampton

More from matchday 8, 2015-16

Every match of matchday 8, 2015-16