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Sunderland 0–4 Southampton

← Premier League 2016-17 Β· Sat, Feb 11, 03:00 PM UTC Β· ref: Paul Tierney, 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 win47%49%2.08fair
Draw27%26%3.60fair
Sunderland win26%25%3.81fair

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

Timeline

30'⚽Manolo Gabbiadini · Southampton
45'⚽Manolo Gabbiadini · Southampton
88'⚽ (og)Jason Denayer · Southampton
90'🟨Wahbi Khazri · Sunderland
90'⚽Shane Long · 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 score2
6Shots15
1On target8
6Corners2
12Fouls14
1Yellow cards0
0Red cards0

Pre-match form

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

MetricSunderlandSouthampton
accuracy ratio (last 10)0.360.28
accuracy ratio (last 3)0.460.29
accuracy ratio (last 5)0.420.28
blown lead rate (last 20)0.050.10
box share (last 5)0.560.65
cards avg (last 5)2.200.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStadium of Light
coach days225.00255.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.130.06
corner diff avg (last 5)-2.401.60
corners against avg (last 5)5.204.20
corners for avg (last 5)2.805.80
corners volatility (last 10)1.512.82
defensive leak (last 5)0.090.19
dominance (last 5)0.340.60
elo1477.911564.29
elo momentum (last 5)12.36-41.47
eye test v1-0.360.37
eye trend v10.110.30
first sub minute (last 10)60.0051.30
form points (last 5)5.003.00
goal diff avg (last 5)0.00-0.80
goals against avg (last 5)1.401.80
goals for avg (last 5)1.401.00
goals volatility (last 10)1.251.10
h2 goals (last 10)0.400.50
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.150.25
keeper form v10.710.57
league points19.0027.00
league rank20.0013.00
matches since blank1.003.00
matches since clean sheet0.002.00
matches since win0.002.00
pass acc avg (last 5)72.0078.20
possession avg (last 5)39.8055.60
rest days7.007.00
scorer concentration0.500.20
season ppg0.791.13
shot diff avg (last 5)-7.605.80
shots for avg (last 5)9.2016.60
skill v1-1.160.60
sot against avg (last 5)7.604.00
sot for avg (last 10)3.304.20
sot for avg (last 3)3.675.33
sot for avg (last 5)3.804.80
squad age28.2126.26
state index-0.25-0.37
sterile dominance v1-0.76-0.06
threat rate (last 10)0.240.26
threat rate (last 3)0.180.30
threat rate (last 5)0.230.30
travel kmβ€”445.70
venue ppg (last 5)1.000.80