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Aston Villa 0–0 West Ham

← Premier League 2019-20 Β· Mon, Sep 16, 07:00 PM UTC Β· ref: Mike Dean, 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 win38%31%2.57fair
Aston Villa win35%22%2.72fair
Draw27%47%3.71value: +74% ⚠

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

Asian handicap

OutcomeMarket saysBest price
West Ham +052%1.90
Aston Villa +048%2.04

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over61%54%1.60fair
Under39%46%2.50value: +15%

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

Timeline

23'🟨Arthur Masuaku · West Ham
28'🟨Jack Grealish · Aston Villa
29'🟨Mark Noble · West Ham
67'🟨Arthur Masuaku · West Ham
67'πŸŸ₯Arthur Masuaku Β· West Ham
77'🟨Tyrone Mings · Aston Villa

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
5On target1
2Corners4
13Fouls12
2Yellow cards1
0Red cards1

Pre-match form

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

MetricAston VillaWest Ham
accuracy ratio (last 10)β€”0.41
accuracy ratio (last 3)0.320.48
accuracy ratio (last 5)0.380.52
blown lead rate (last 20)0.050.10
box share (last 5)0.460.68
cards avg (last 5)1.601.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueVilla Park
coach days350.00503.00
comeback rate (last 20)0.000.05
congestion 21d1.001.00
conversion (last 5)0.090.13
corner diff avg (last 5)-5.40-0.40
corners against avg (last 5)8.605.20
corners for avg (last 5)3.204.80
corners volatility (last 10)3.123.13
defensive leak (last 5)0.110.10
dominance (last 5)0.350.44
elo1363.271589.03
elo momentum (last 5)8.6234.67
eye test v1-0.111.01
eye trend v1β€”0.21
first sub minute (last 10)67.5057.00
form points (last 5)3.0010.00
goal diff avg (last 5)-1.200.40
goals against avg (last 5)2.001.60
goals for avg (last 5)0.802.00
goals volatility (last 10)0.881.34
h2 goals (last 10)0.501.10
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.150.35
keeper form v10.690.71
league points3.007.00
league rank18.008.00
matches since blank0.003.00
matches since clean sheet1.000.00
matches since win1.000.00
pass acc avg (last 5)79.0080.60
possession avg (last 5)43.7546.20
rest days16.2116.21
scorer concentrationβ€”0.60
season ppg0.751.75
shot diff avg (last 5)-8.40-3.00
shots for avg (last 5)10.2012.60
skill v1-0.210.12
sot against avg (last 5)4.255.40
sot for avg (last 10)β€”5.50
sot for avg (last 3)4.007.00
sot for avg (last 5)4.006.60
squad age25.4327.51
state index-0.730.57
sterile dominance v1-0.25-0.21
threat rate (last 10)β€”0.28
threat rate (last 3)0.250.30
threat rate (last 5)0.250.27
travel kmβ€”169.50
venue ppg (last 5)0.802.00