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Southampton 0–0 West Ham

← Premier League 2020-21 Β· Tue, Dec 29, 06:00 PM UTC Β· ref: A. Madley

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
Southampton win48%40%2.05fair
Draw27%25%3.65fair
West Ham win25%36%3.84value: +38%

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

Asian handicap

OutcomeMarket saysBest price
West Ham βˆ’0.552%1.89
Southampton βˆ’0.548%2.05

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over55%30%1.79fair
Under45%70%2.13value: +50% ⚠

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

Timeline

40'🟨Ryan Bertrand · Southampton
67'🟨Andriy Yarmolenko · West Ham
72'🟨Moussa Djenepo · Southampton
76'🟨Kyle Walker-Peters · 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
8Shots8
3On target3
4Corners3
16Fouls15
3Yellow cards1
0Red cards0

Pre-match form

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

MetricSouthamptonWest Ham
accuracy ratio (last 10)0.410.34
accuracy ratio (last 3)0.410.20
accuracy ratio (last 5)0.380.26
blown lead rate (last 20)0.100.15
box share (last 5)0.580.73
cards avg (last 5)1.600.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueSt. Mary's Stadium
coach days759.00394.00
comeback rate (last 20)0.050.00
congestion 21d4.004.00
conversion (last 5)0.090.09
corner diff avg (last 5)1.000.80
corners against avg (last 5)4.404.20
corners for avg (last 5)5.405.00
corners volatility (last 10)2.332.11
defensive leak (last 5)0.060.17
dominance (last 5)0.510.50
elo1626.761581.04
elo momentum (last 5)8.90-18.75
eye test v1-0.30-0.09
eye trend v1-0.27-0.62
first sub minute (last 10)67.7062.80
form points (last 5)8.005.00
goal diff avg (last 5)0.60-0.80
goals against avg (last 5)0.602.00
goals for avg (last 5)1.201.20
goals volatility (last 10)1.250.63
h2 goals (last 10)0.600.70
h2h win rate (last 5)0.001.00
ht lead rate (last 20)0.450.35
keeper form v10.730.74
league points25.0022.00
league rank9.0010.00
matches since blank0.001.00
matches since clean sheet0.006.00
matches since win3.003.00
pass acc avg (last 5)80.4077.40
possession avg (last 5)57.6043.20
rest days3.132.16
scorer concentration0.170.19
season ppg1.671.47
shot diff avg (last 5)1.200.80
shots for avg (last 5)10.2012.80
skill v10.83-0.42
sot against avg (last 5)2.805.20
sot for avg (last 10)4.203.70
sot for avg (last 3)2.672.00
sot for avg (last 5)3.404.00
squad age27.6828.24
state index0.39-0.27
sterile dominance v11.11-0.88
threat rate (last 10)0.190.27
threat rate (last 3)0.150.19
threat rate (last 5)0.170.32
travel kmβ€”120.20
venue ppg (last 5)1.801.40