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Arsenal 3–2 Southampton

← Premier League 2017-18 · Sun, Apr 8, 02:00 PM UTC · ref: Andre Marriner, England

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
Arsenal win55%54%1.79fair
Draw26%28%3.82value: +7%
Southampton win20%18%4.97fair

across 1 bookmaker · probabilities de-vigged (bookmaker margin removed)

Timeline

17'⚽Shane Long · Southampton
28'⚽Pierre-Emerick Aubameyang · Arsenal
38'⚽Danny Welbeck · Arsenal
50'🟨Héctor Bellerín · Arsenal
73'⚽Charlie Austin · Southampton
81'⚽Danny Welbeck · Arsenal
90'🟨Jack Wilshere · Arsenal
90'🟥Mohamed Elneny · Arsenal
90'🟨Wesley Hoedt · Southampton
90'🟥Jack Stephens · Southampton

from ESPN event data · goals, cards and shootout kicks

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

Match stats

2Half-time score1
13Shots15
7On target8
8Corners6
11Fouls7
2Yellow cards1
1Red cards1

Pre-match form

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

MetricArsenalSouthampton
accuracy ratio (last 10)0.440.34
accuracy ratio (last 3)0.520.22
accuracy ratio (last 5)0.450.36
blown lead rate (last 20)0.000.20
box share (last 5)0.610.62
cards avg (last 5)0.601.20
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueEmirates Stadium
coach days7860.0038.00
comeback rate (last 20)0.000.00
congestion 21d2.001.00
conversion (last 5)0.090.02
corner diff avg (last 5)-0.403.80
corners against avg (last 5)6.203.80
corners for avg (last 5)5.807.60
corners volatility (last 10)2.883.74
defensive leak (last 5)0.110.18
dominance (last 5)0.510.47
elo1732.611493.89
elo momentum (last 5)47.54-39.78
eye test v10.81-0.40
eye trend v10.35-0.28
first sub minute (last 10)56.5060.00
form points (last 5)15.002.00
goal diff avg (last 5)2.60-1.60
goals against avg (last 5)0.401.80
goals for avg (last 5)3.000.20
goals volatility (last 10)1.410.99
h2 goals (last 10)0.900.30
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.350.25
keeper form v10.730.51
league points51.0028.00
league rank6.0018.00
matches since blank6.000.00
matches since clean sheet1.002.00
matches since win0.005.00
pass acc avg (last 5)82.4073.80
possession avg (last 5)58.6056.40
rest days2.798.00
scorer concentration0.150.20
season ppg1.650.90
shot diff avg (last 5)1.40-1.00
shots for avg (last 5)13.2010.40
skill v11.200.16
sot against avg (last 5)4.604.00
sot for avg (last 10)6.103.70
sot for avg (last 3)8.332.67
sot for avg (last 5)6.203.60
squad age26.0826.36
state index1.44-0.81
sterile dominance v10.920.66
threat rate (last 10)0.220.20
threat rate (last 3)0.250.18
threat rate (last 5)0.220.18
travel km—114.80
venue ppg (last 5)2.401.00