luckadjusted
Premier League Matchday 5 · 2026-27

Matchday 34 · Premier League 2015-16 · April 18, 2016

Stoke 0–4 Tottenham: who deserved to win?

Tottenham beat Stoke 4–0, and the replays back it up: with the way both teams played, Tottenham win 10 of 10. Tottenham made the better chances: 3.5 expected goals to 0.7.

Full time

TeamGoalsxG
Stoke City 0 0.71
Tottenham Hotspur 4 3.49

April 18, 2016 · bet365 Stadium · Referee: Neil Swarbrick

Luck index +3 Tottenham about even · −3 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 0, 0 end level, Tottenham win 10.

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

Stoke win 1%, 3% end level, Tottenham win 96%. The line is what actually happened: Tottenham by 4.

Show as a table
After 90 minutes in the replaysShare of replays
Stoke by 3+0.0%
Stoke by 20.2%
Stoke by 10.9%
Draw3.2%
Tottenham by 16.9%
Tottenham by 211.9%
Tottenham by 3+76.9%

Where the luck was

FinishingShotsGoalsExpected goalsAbove expected
Stoke1300.71−0.71
Tottenham2243.49+0.51

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
8'Harry Kane scored from a shot0.03
41'Christian Dannemann Eriksen didn’t score from a shot0.46
66'Bamidele Alli scored from a shot0.40
69'Bamidele Alli didn’t score from a shot0.76
70'Harry Kane scored from a shot0.87
81'Bamidele Alli scored from a shot0.10

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 Tottenham was.
#WhenWhat happenedWin probability for
1 6' Harry Kane didn’t score from a shotFinishing · 10% chance +3% STK
2 8' The game turned hereHarry Kane scored from a shotFinishing · 3% chance +25% TOT
3 26' Marko Arnautović didn’t score from a shotFinishing · 8% chance +2% TOT
4 28' Bojan Krkíc Pérez didn’t score from a shotFinishing · 8% chance +2% TOT
5 41' Christian Dannemann Eriksen didn’t score from a shotFinishing · 46% chance +8% STK
6 41' Bamidele Alli didn’t score from a shotFinishing · 15% chance +3% STK
7 66' José Luis Sanmartín Mato didn’t score from a shotFinishing · 6% chance +2% TOT
8 66' Bamidele Alli scored from a shotFinishing · 40% chance +7% TOT

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 0% · draw 1% · Tottenham 99%

Final margin
Tottenham by 4
Luck in goals
0.9 for Tottenham
Luck-adjusted margin
Tottenham by 3.1
Replay with same day's form
Stoke 1% · draw 3% · Tottenham 96% 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). Tottenham win 97% of replays (a draw counted as half).

All matchday 34 matches, 2015-16 · Stoke · Tottenham

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