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West Ham 1–1 Southampton

← Premier League 2024-25 Β· Sat, Apr 19, 02:00 PM UTC Β· ref: A. Kitchen

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 win59%59%1.64fair
Draw23%21%4.30fair
Southampton win19%20%5.25value: +6%

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

Asian handicap

OutcomeMarket saysBest price
Southampton βˆ’153%1.85
West Ham βˆ’147%2.09

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over60%59%1.62fair
Under40%41%2.40fair

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

Timeline

23'🟨Vladimír Coufal · West Ham
35'🟨Paul Onuachu · Southampton
47'⚽Jarrod Bowen · West Ham
83'🟨Max Kilman · West Ham
90'⚽Lesley Ugochukwu · Southampton

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
12Shots15
4On target4
2Corners5
14Fouls13
2Yellow cards1
0Red cards0

Pre-match form

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

MetricWest HamSouthampton
accuracy ratio (last 10)0.300.35
accuracy ratio (last 3)0.270.29
accuracy ratio (last 5)0.300.37
blown lead rate (last 20)0.050.15
box share (last 5)0.720.75
cards avg (last 5)1.601.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueLondon Stadium
coach days
108.00
18.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.080.10
corner diff avg (last 5)-2.20-2.60
corners against avg (last 5)5.605.40
corners for avg (last 5)3.402.80
corners volatility (last 10)2.321.41
defensive leak (last 5)0.120.19
dominance (last 5)0.470.40
elo1601.581357.80
elo momentum (last 5)-19.04-9.24
eye test v1-0.62-0.70
eye trend v1-0.04-0.02
first sub minute (last 10)61.6045.60
form points (last 5)2.001.00
goal diff avg (last 5)-0.60-1.60
goals against avg (last 5)1.402.40
goals for avg (last 5)0.800.80
goals volatility (last 10)0.740.63
h2 goals (last 10)0.500.40
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.200.15
keeper form v10.730.62
league points35.0010.00
league rank17.0020.00
matches since blank2.000.00
matches since clean sheet5.0015.00
matches since win5.008.00
pass acc avg (last 5)82.2083.80
possession avg (last 5)51.4044.00
rest days6.047.00
scorer concentration0.230.18
season ppg1.090.31
shot diff avg (last 5)-1.60-7.40
shots for avg (last 5)9.808.60
skill v10.13-0.29
solidity v1-0.07-1.63
sot against avg (last 5)4.006.20
sot for avg (last 10)3.103.10
sot for avg (last 3)2.672.67
sot for avg (last 5)3.003.00
squad age27.5725.61
state index-0.33-1.28
sterile dominance v10.690.35
threat rate (last 10)0.220.20
threat rate (last 3)0.190.20
threat rate (last 5)0.190.20
travel kmβ€”120.20
venue ppg (last 5)0.800.60
xg against avg (last 5)1.502.10
xg for avg (last 5)1.020.72