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Swansea 1–0 Liverpool

← Premier League 2017-18 Β· Mon, Jan 22, 03:00 PM UTC Β· ref: Neil Swarbrick, 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
Liverpool win75%57%1.31fair
Draw17%34%5.87value: +97% ⚠
Swansea win8%9%11.68value: +4%

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

Timeline

40'⚽Alfie Mawson · Swansea
44'🟨Andy Robertson · Liverpool
45'🟨Joël Matip · Liverpool

from ESPN event data Β· goals, cards and shootout kicks

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

Match stats

1Half-time score0
3Shots21
2On target4
3Corners9
5Fouls9
0Yellow cards2
0Red cards0

Pre-match form

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

MetricSwanseaLiverpool
accuracy ratio (last 10)0.340.39
accuracy ratio (last 3)0.400.34
accuracy ratio (last 5)0.410.42
blown lead rate (last 20)0.050.10
box share (last 5)0.590.62
cards avg (last 5)2.001.00
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueLiberty Stadium
coach days52.00305.00
comeback rate (last 20)0.050.05
congestion 21d2.002.00
conversion (last 5)0.100.18
corner diff avg (last 5)2.002.80
corners against avg (last 5)3.403.80
corners for avg (last 5)5.406.60
corners volatility (last 10)2.323.13
defensive leak (last 5)0.130.15
dominance (last 5)0.380.64
elo1472.141783.39
elo momentum (last 5)3.7727.44
eye test v1-0.441.44
eye trend v10.29-0.16
first sub minute (last 10)51.8066.50
form points (last 5)5.0013.00
goal diff avg (last 5)-1.201.60
goals against avg (last 5)2.001.60
goals for avg (last 5)0.803.20
goals volatility (last 10)0.671.66
h2 goals (last 10)0.501.90
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.100.45
keeper form v10.660.59
league points17.0047.00
league rank20.004.00
matches since blank1.006.00
matches since clean sheet7.003.00
matches since win2.000.00
pass acc avg (last 5)81.4080.20
possession avg (last 5)49.6051.00
rest days9.008.00
scorer concentration0.290.35
season ppg0.742.04
shot diff avg (last 5)-5.807.80
shots for avg (last 5)7.8017.60
skill v10.480.45
sot against avg (last 5)5.403.40
sot for avg (last 10)2.806.40
sot for avg (last 3)3.336.00
sot for avg (last 5)3.207.20
squad age27.1725.31
state index-0.521.43
sterile dominance v10.76-0.66
threat rate (last 10)0.190.31
threat rate (last 3)0.190.36
threat rate (last 5)0.170.36
travel kmβ€”209.40
venue ppg (last 5)1.002.60