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Stoke 2–1 Southampton

← Premier League 2017-18 · Sat, Sep 30, 02:00 PM UTC · ref: Mike Jones, 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
Southampton win37%36%2.63fair
Stoke win33%38%2.95value: +12%
Draw30%26%3.32fair

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

Timeline

30'🟨Joe Allen · Stoke
40'⚽Mame Biram Diouf · Stoke
52'🟨Dušan Tadić · Southampton
56'🟨Oriol Romeu · Southampton
75'⚽Maya Yoshida · Southampton
85'⚽Peter Crouch · Stoke

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
17Shots21
6On target3
5Corners6
11Fouls10
1Yellow cards2
0Red cards0

Pre-match form

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

MetricStokeSouthampton
accuracy ratio (last 10)0.260.29
accuracy ratio (last 3)0.320.23
accuracy ratio (last 5)0.290.31
blown lead rate (last 20)0.100.00
box share (last 5)0.600.53
cards avg (last 5)1.000.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venuebet365 Stadium
coach days1613.00121.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.090.06
corner diff avg (last 5)-3.202.20
corners against avg (last 5)7.404.00
corners for avg (last 5)4.206.20
corners volatility (last 10)2.162.88
defensive leak (last 5)0.190.08
dominance (last 5)0.500.45
elo1531.181556.84
elo momentum (last 5)3.27-8.96
eye test v1-0.18-0.35
eye trend v10.09-0.22
first sub minute (last 10)60.5064.50
form points (last 5)5.007.00
goal diff avg (last 5)-0.80-0.20
goals against avg (last 5)1.801.00
goals for avg (last 5)1.000.80
goals volatility (last 10)0.741.07
h2 goals (last 10)0.700.20
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.200.30
keeper form v10.660.74
league points5.008.00
league rank17.0011.00
matches since blank0.000.00
matches since clean sheet4.001.00
matches since win4.001.00
pass acc avg (last 5)76.0079.40
possession avg (last 5)43.6057.80
rest days7.007.00
scorer concentration0.40—
season ppg0.831.33
shot diff avg (last 5)-0.80-2.20
shots for avg (last 5)12.6011.20
skill v1-0.480.85
sot against avg (last 5)4.604.80
sot for avg (last 10)3.203.80
sot for avg (last 3)3.673.00
sot for avg (last 5)3.403.40
squad age27.9827.31
state index-0.33-0.02
sterile dominance v1-0.960.93
threat rate (last 10)0.310.26
threat rate (last 3)0.270.21
threat rate (last 5)0.310.19
travel km—237.70
venue ppg (last 5)1.001.60