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West Ham 2–2 Liverpool

← Premier League 2023-24 · Sat, Apr 27, 11:30 AM UTC · ref: A. Taylor

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
Liverpool win61%71%1.57value: +12%
Draw20%14%4.95fair
West Ham win19%15%5.35fair

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

Asian handicap

OutcomeMarket saysBest price
Liverpool +152%1.86
West Ham +148%2.05

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over70%58%1.39fair
Under30%42%3.20value: +35%

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

Timeline

30'🟨Wataru Endo · Liverpool
43'⚽Jarrod Bowen · West Ham
48'⚽Andy Robertson · Liverpool
65'⚽ (og)Alphonse Aréola · Liverpool
77'⚽Michail Antonio · West Ham
90'🟨Alexis Mac Allister · Liverpool

from ESPN event data · goals, cards and shootout kicks

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

Match stats

1Half-time score0
11Shots28
8On target8
5Corners8
8Fouls10
0Yellow cards2
0Red cards0

Pre-match form

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

MetricWest HamLiverpool
accuracy ratio (last 10)0.350.35
accuracy ratio (last 3)0.320.43
accuracy ratio (last 5)0.330.37
blown lead rate (last 20)0.100.05
box share (last 5)0.660.64
cards avg (last 5)1.000.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueLondon Stadium
coach days1609.002592.00
comeback rate (last 20)0.100.05
congestion 21d5.006.00
conversion (last 5)0.210.08
corner diff avg (last 5)1.207.80
corners against avg (last 5)3.802.60
corners for avg (last 5)5.0010.40
corners volatility (last 10)2.994.08
defensive leak (last 5)0.140.14
dominance (last 5)0.370.68
elo1653.381846.00
elo momentum (last 5)-31.76-48.47
eye test v1-0.651.04
eye trend v1-0.23-0.46
first sub minute (last 10)57.1061.10
form points (last 5)4.006.00
goal diff avg (last 5)-1.20-0.60
goals against avg (last 5)2.201.40
goals for avg (last 5)1.000.80
goals volatility (last 10)1.491.87
h2 goals (last 10)1.101.50
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.250.30
keeper form v10.720.69
league points48.0074.00
league rank8.003.00
matches since blank2.000.00
matches since clean sheet8.002.00
matches since win4.001.00
pass acc avg (last 5)81.6085.20
possession avg (last 5)41.8069.20
rest days5.902.69
scorer concentration0.310.18
season ppg1.412.18
shot diff avg (last 5)-7.2012.40
shots for avg (last 5)10.2023.00
skill v1-0.171.96
solidity v1-2.05-0.37
sot against avg (last 5)7.805.00
sot for avg (last 10)4.007.20
sot for avg (last 3)3.676.33
sot for avg (last 5)3.206.00
squad age30.1827.41
state index-0.480.51
sterile dominance v10.141.32
threat rate (last 10)0.270.33
threat rate (last 3)0.230.23
threat rate (last 5)0.200.25
travel km—291.90
venue ppg (last 5)1.202.00
xg against avg (last 5)2.131.50
xg for avg (last 5)1.021.96