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Southampton 1–1 Arsenal

← Premier League 2017-18 · Sun, Dec 10, 03:00 PM UTC · ref: Robert Madley, 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 win51%52%1.93fair
Draw26%17%3.80fair
Southampton win23%31%4.20value: +32%

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

Timeline

3'⚽Charlie Austin · Southampton
78'🟨Héctor Bellerín · Arsenal
82'🟨Jack Stephens · Southampton
84'🟨Oriol Romeu · Southampton
88'⚽Olivier Giroud · Arsenal
90'🟨Jack Wilshere · Arsenal

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
6Shots11
3On target6
4Corners5
12Fouls10
2Yellow cards2
0Red cards0

Pre-match form

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

MetricSouthamptonArsenal
accuracy ratio (last 10)0.210.37
accuracy ratio (last 3)0.280.43
accuracy ratio (last 5)0.220.37
blown lead rate (last 20)0.050.05
box share (last 5)0.790.62
cards avg (last 5)0.600.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSt. Mary's Stadium
coach days192.007741.00
comeback rate (last 20)0.000.05
congestion 21d3.005.00
conversion (last 5)0.090.13
corner diff avg (last 5)0.605.60
corners against avg (last 5)4.802.20
corners for avg (last 5)5.407.80
corners volatility (last 10)2.332.08
defensive leak (last 5)0.140.14
dominance (last 5)0.480.63
elo1734.461921.80
elo momentum (last 5)-4.74-18.88
eye test v1-0.802.02
eye trend v10.480.53
first sub minute (last 10)64.0059.70
form points (last 5)4.009.00
goal diff avg (last 5)-0.401.80
goals against avg (last 5)1.600.80
goals for avg (last 5)1.202.60
goals volatility (last 10)1.202.21
h2 goals (last 10)0.901.50
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.200.40
keeper form v10.700.70
league points17.0028.00
league rank13.005.00
matches since blank3.004.00
matches since clean sheet6.000.00
matches since win2.000.00
pass acc avg (last 5)75.4087.00
possession avg (last 5)49.4069.60
rest days7.002.79
scorer concentration0.250.26
season ppg1.131.87
shot diff avg (last 5)-3.209.00
shots for avg (last 5)11.4018.20
skill v1-0.162.44
sot against avg (last 5)5.602.60
sot for avg (last 10)3.007.30
sot for avg (last 3)3.6711.33
sot for avg (last 5)2.808.60
squad age27.2726.11
state index0.331.28
sterile dominance v10.001.01
threat rate (last 10)0.230.29
threat rate (last 3)0.270.36
threat rate (last 5)0.230.32
travel km—114.80
venue ppg (last 5)1.401.80