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Chelsea 2–1 West Ham

← Premier League 2016-17 · Mon, Aug 15, 02:00 PM UTC · ref: Anthony Taylor, England

The betting picturemarket vs our model, market by market

“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = what our machine-learning model said BEFORE this game, replayed honestly (it never saw the result). A bet is only interesting when the model sees something meaningfully more likely than the market does (the edge) — it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Chelsea win64%55%1.52fair
Draw22%22%4.38fair
West Ham win13%24%7.45value: +76%

across 1 bookmaker · probabilities de-vigged (bookmaker margin removed)

Timeline

3'🟨N'Golo Kanté · Chelsea
19'🟨Diego Costa · Chelsea
21'🟨James Collins · West Ham
46'🟨Michail Antonio · West Ham
47'⚽ (pen)Eden Hazard · Chelsea
75'🟨César Azpilicueta · Chelsea
77'⚽James Collins · West Ham
89'⚽Diego Costa · Chelsea
90'🟨Pedro · Chelsea
90'🟨Nemanja Matić · Chelsea

from ESPN event data · goals, cards and shootout kicks

The match in numberswhat happened + what each side looked like walking in

Match stats

0Half-time score0
16Shots7
6On target3
7Corners1
16Fouls16
5Yellow cards2
0Red cards0

Pre-match form

What each side looked like walking in — computed only from games before this one.

MetricChelseaWest Ham
blown lead rate (last 20)0.150.10
cards avg (last 5)1.201.00
coach days45.00441.00
comeback rate (last 20)0.050.15
congestion 21d0.002.00
conversion (last 5)0.150.16
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStamford Bridge
corner diff avg (last 5)-1.404.00
corners against avg (last 5)6.803.80
corners for avg (last 5)5.407.80
corners volatility (last 10)3.092.92
defensive leak (last 5)0.100.28
dominance (last 5)0.440.67
elo1680.291623.18
elo momentum (last 5)0.32-25.22
form points (last 5)6.006.00
goal diff avg (last 5)0.40-0.20
goals against avg (last 5)1.602.00
goals for avg (last 5)2.001.80
goals volatility (last 10)1.420.92
h2 goals (last 10)0.801.20
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.450.40
matches since blank5.0015.00
matches since clean sheet7.000.00
matches since win4.000.00
rest days30.0010.80
shot diff avg (last 5)-4.409.20
shots for avg (last 5)13.6018.20
state index0.300.11
travel km—15.40
venue ppg (last 5)0.801.00