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West Ham 2–1 Aston Villa

← Premier League 2020-21 Β· Mon, Nov 30, 08:00 PM UTC Β· ref: P. Bankes

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 win41%51%2.37value: +21%
Aston Villa win32%28%3.12fair
Draw27%21%3.56fair

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

Asian handicap

OutcomeMarket saysBest price
Aston Villa βˆ’0.2552%1.88
West Ham βˆ’0.2548%2.05

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over55%50%1.75fair
Under45%50%2.19value: +10%

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

Timeline

2'⚽Angelo Ogbonna · West Ham
25'⚽Jack Grealish · Aston Villa
46'⚽Jarrod Bowen · West Ham
53'🟨Pablo Fornals · West Ham
67'🟨Matty Cash · 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

1Half-time score1
6Shots16
2On target6
3Corners7
20Fouls7
1Yellow 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)0.340.37
accuracy ratio (last 3)0.460.40
accuracy ratio (last 5)0.410.39
blown lead rate (last 20)0.100.05
box share (last 5)0.720.66
cards avg (last 5)2.001.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueLondon Stadium
coach days365.00791.00
comeback rate (last 20)0.000.00
congestion 21d1.001.00
conversion (last 5)0.160.10
corner diff avg (last 5)1.006.00
corners against avg (last 5)4.202.80
corners for avg (last 5)5.208.80
corners volatility (last 10)3.103.20
defensive leak (last 5)0.110.17
dominance (last 5)0.470.54
elo1593.911501.70
elo momentum (last 5)22.040.51
eye test v1-0.190.55
eye trend v10.140.04
first sub minute (last 10)67.5058.00
form points (last 5)8.006.00
goal diff avg (last 5)0.20-0.20
goals against avg (last 5)1.201.80
goals for avg (last 5)1.401.60
goals volatility (last 10)1.262.02
h2 goals (last 10)1.001.30
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.350.30
keeper form v10.75β€”
league points14.0015.00
league rank12.009.00
matches since blank8.003.00
matches since clean sheet0.001.00
matches since win0.001.00
pass acc avg (last 5)77.4076.60
possession avg (last 5)42.0048.60
rest days8.259.21
scorer concentration0.230.29
season ppg1.561.88
shot diff avg (last 5)-0.400.80
shots for avg (last 5)10.8014.20
skill v1-0.50-0.14
sot against avg (last 5)5.204.60
sot for avg (last 10)3.905.30
sot for avg (last 3)4.336.67
sot for avg (last 5)3.805.60
squad age27.8925.36
state index0.430.08
sterile dominance v1-0.39-0.46
threat rate (last 10)0.290.33
threat rate (last 3)0.250.32
threat rate (last 5)0.240.29
travel kmβ€”169.50
venue ppg (last 5)1.602.20