luckadjusted
Premier League Matchday 5 · 2026-27

Matchday 37 · Premier League 2015-16 · May 8, 2016

Tottenham 1–2 Southampton: who deserved to win?

Southampton beat Tottenham 2–1, a result the replays rarely give: Tottenham win 7 of 10, Southampton only 1, 2 end level. Tottenham made the better chances: 2.3 expected goals to 0.9.

Full time

TeamGoalsxG
Tottenham Hotspur 1 2.34
Southampton 2 0.95

May 8, 2016 · White Hart Lane · Referee: Jonathan Moss

Luck index +77 Southampton very lucky · −77 Tottenham

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. Tottenham win 7, 2 end level, Southampton win 1.

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

Tottenham win 69%, 17% end level, Southampton win 14%. The line is what actually happened: Southampton by 1.

Show as a table
After 90 minutes in the replaysShare of replays
Tottenham by 3+25.9%
Tottenham by 220.1%
Tottenham by 122.9%
Draw16.9%
Southampton by 19.8%
Southampton by 23.2%
Southampton by 3+1.2%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Tottenham1912.34−1.34
Southampton1020.95+1.05

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
15'Heung-Min Son scored from a shot0.58
30'Steven Davis scored from a shot0.24
47'Harry Kane didn’t score from a shot0.30
71'Steven Davis scored from a shot0.07
94'Nacer Chadli didn’t score from a shot0.40

When it happened

Tottenham’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 Tottenham was ahead in it, below while Southampton was.
#WhenWhat happenedWin probability for
1 4' Christian Dannemann Eriksen didn’t score from a shotFinishing · 25% chance +6% SOU
2 10' Dušan Tadić didn’t score from a shotFinishing · 21% chance +5% TOT
3 15' Heung-Min Son scored from a shotFinishing · 58% chance +10% TOT
4 30' Steven Davis scored from a shotFinishing · 24% chance +20% SOU
5 47' Harry Kane didn’t score from a shotFinishing · 30% chance +9% SOU
6 53' Shane Long didn’t score from a shotFinishing · 18% chance +6% TOT
7 71' The game turned hereSteven Davis scored from a shotFinishing · 7% chance +38% SOU
8 94' Nacer Chadli didn’t score from a shotFinishing · 40% chance +20% 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

Tottenham 71% · draw 17% · Southampton 12%

Final margin
Southampton by 1
Luck in goals
1.8 for Southampton
Luck-adjusted margin
Tottenham by 0.8
Replay with same day's form
Tottenham 69% · draw 17% · Southampton 14% 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 23% of replays (a draw counted as half).

All matchday 37 matches, 2015-16 · Tottenham · Southampton

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