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Southampton 1–2 Cardiff

← Premier League 2018-19 Β· Sat, Feb 9, 03:00 PM UTC Β· ref: Martin Atkinson, England

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 win53%55%1.86fair
Draw28%24%3.46fair
Cardiff win19%21%5.08value: +7%

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

Timeline

45'🟨James Ward-Prowse · Southampton
61'🟨Aron Gunnarsson · Cardiff
69'⚽Sol Bamba · Cardiff
70'🟨Sol Bamba · Cardiff
89'🟨Nathan Redmond · Southampton
90'🟨Oriol Romeu · Southampton
90'🟨Kenneth Zohore · Cardiff
90'⚽Jack Stephens · Southampton
90'⚽Kenneth Zohore · Cardiff

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
14Shots6
7On target3
8Corners2
15Fouls12
3Yellow cards3
0Red cards0

Pre-match form

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

MetricSouthamptonCardiff
accuracy ratio (last 10)0.420.29
accuracy ratio (last 3)0.360.21
accuracy ratio (last 5)0.360.25
blown lead rate (last 20)0.050.00
box share (last 5)0.600.52
cards avg (last 5)1.801.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueSt. Mary's Stadium
coach days70.00861.00
comeback rate (last 20)0.000.05
congestion 21d3.003.00
conversion (last 5)0.120.04
corner diff avg (last 5)-3.600.00
corners against avg (last 5)7.006.20
corners for avg (last 5)3.406.20
corners volatility (last 10)1.892.98
defensive leak (last 5)0.060.11
dominance (last 5)0.400.40
elo1517.471412.74
elo momentum (last 5)32.591.17
eye test v1-0.66-1.04
eye trend v1-0.170.23
first sub minute (last 10)50.9065.50
form points (last 5)9.004.00
goal diff avg (last 5)0.40-1.00
goals against avg (last 5)0.801.60
goals for avg (last 5)1.200.60
goals volatility (last 10)1.070.79
h2 goals (last 10)0.700.60
ht lead rate (last 20)0.200.05
keeper form v10.670.67
league points24.0022.00
league rank16.0018.00
matches since blank4.002.00
matches since clean sheet4.000.00
matches since win2.000.00
pass acc avg (last 5)67.6065.40
possession avg (last 5)40.2033.40
rest days7.007.00
scorer concentration0.180.20
season ppg0.960.88
shot diff avg (last 5)-5.80-3.60
shots for avg (last 5)9.609.80
skill v1-1.62-2.30
sot against avg (last 5)4.603.60
sot for avg (last 10)4.002.80
sot for avg (last 3)4.002.67
sot for avg (last 5)3.402.20
squad age25.4528.49
state index0.12-0.61
sterile dominance v1-0.94-1.95
threat rate (last 10)0.260.32
threat rate (last 3)0.240.43
threat rate (last 5)0.240.31
travel kmβ€”141.10
venue ppg (last 5)1.400.80