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West Ham 1–1 Aston Villa

← Premier League 2019-20 Β· Sun, Jul 26, 03:00 PM UTC Β· ref: Michael Oliver, England

The betting picturemarket vs our model, market by market

β€œMarket” = what bookmaker prices imply after removing their margin β€” the world's best guess. β€œModel” = 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) β€” it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
West Ham win37%26%2.66fair
Aston Villa win36%41%2.69value: +10%
Draw27%33%3.60value: +20%

across 3 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Asian handicap

OutcomeMarket saysBest price
West Ham +050%1.95
Aston Villa +050%1.98

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over53%44%1.86fair
Under47%56%2.05value: +15%

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Timeline

23'🟨Michail Antonio · West Ham
41'🟨Mbwana Samatta · Aston Villa
46'🟨Ryan Fredericks · West Ham
84'⚽Jack Grealish · Aston Villa
85'⚽Andriy Yarmolenko · West Ham

from ESPN event data Β· goals, cards and shootout kicks

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

Match stats

0Half-time score0
10Shots13
1On target4
0Corners7
16Fouls13
2Yellow cards1
0Red cards0

Pre-match form

What each side looked like walking in β€” computed only from games before this one.

MetricWest HamAston Villa
accuracy ratio (last 10)0.350.30
accuracy ratio (last 3)0.340.40
accuracy ratio (last 5)0.330.33
blown lead rate (last 20)0.100.05
box share (last 5)0.670.57
cards avg (last 5)0.401.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueLondon Stadium
coach days238.00664.00
comeback rate (last 20)0.000.05
congestion 21d4.005.00
conversion (last 5)0.140.07
corner diff avg (last 5)3.40-0.20
corners against avg (last 5)3.005.40
corners for avg (last 5)6.405.20
corners volatility (last 10)2.593.67
defensive leak (last 5)0.090.13
dominance (last 5)0.580.54
elo1757.091702.43
elo momentum (last 5)28.7825.33
eye test v10.50-0.40
eye trend v1-0.200.42
first sub minute (last 10)70.8052.80
form points (last 5)8.007.00
goal diff avg (last 5)1.00-0.40
goals against avg (last 5)1.001.20
goals for avg (last 5)2.000.80
goals volatility (last 10)1.580.70
h2 goals (last 10)0.600.30
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.300.20
keeper form v10.660.64
league points38.0034.00
league rank16.0019.00
matches since blank3.003.00
matches since clean sheet2.000.00
matches since win1.000.00
pass acc avg (last 5)75.6074.60
possession avg (last 5)45.4036.60
rest days3.924.82
scorer concentration0.200.18
season ppg1.030.92
shot diff avg (last 5)4.801.60
shots for avg (last 5)15.8010.60
skill v1-0.41-1.09
sot against avg (last 5)3.403.20
sot for avg (last 10)4.703.10
sot for avg (last 3)4.674.33
sot for avg (last 5)5.203.40
squad age27.2126.78
state index1.010.36
sterile dominance v1-1.03-1.13
threat rate (last 10)0.340.27
threat rate (last 3)0.310.29
threat rate (last 5)0.340.29
travel kmβ€”169.50
venue ppg (last 5)1.800.40