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Chelsea 1–2 Liverpool

← Premier League 2016-17 Β· Fri, Sep 16, 02:00 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
Chelsea win45%46%2.19fair
Liverpool win28%29%3.52fair
Draw27%25%3.59fair

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

Timeline

17'⚽Dejan Lovren · Liverpool
36'⚽Jordan Henderson · Liverpool
45'🟨Willian · Chelsea
61'⚽Diego Costa · Chelsea
88'🟨Lucas Leiva · 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

0Half-time score2
12Shots13
4On target5
6Corners4
6Fouls13
1Yellow cards1
0Red cards0

Pre-match form

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

MetricChelseaLiverpool
accuracy ratio (last 3)0.340.36
accuracy ratio (last 5)0.350.38
blown lead rate (last 20)0.200.15
box share (last 5)0.580.60
cards avg (last 5)2.802.20
coach days77.00
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStamford Bridge
351.00
comeback rate (last 20)0.050.05
congestion 21d2.002.00
conversion (last 5)0.110.14
corner diff avg (last 5)5.200.40
corners against avg (last 5)2.605.00
corners for avg (last 5)7.805.40
corners volatility (last 10)2.833.02
defensive leak (last 5)0.140.25
dominance (last 5)0.690.60
elo1695.781671.37
elo momentum (last 5)14.648.85
eye test v11.381.09
first sub minute (last 10)76.0070.00
form points (last 5)11.008.00
goal diff avg (last 5)1.000.40
goals against avg (last 5)1.001.60
goals for avg (last 5)2.002.00
goals volatility (last 10)1.101.49
h2 goals (last 10)1.101.00
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.500.50
keeper form v1β€”0.50
league points10.007.00
league rank3.008.00
matches since blank9.002.00
matches since clean sheet1.006.00
matches since win1.000.00
pass acc avg (last 5)86.2581.25
possession avg (last 5)60.0061.00
rest days5.006.00
scorer concentration0.500.25
season ppg2.501.75
shot diff avg (last 5)10.606.20
shots for avg (last 5)19.2015.80
skill v11.931.41
sot against avg (last 5)1.753.50
sot for avg (last 3)7.006.33
sot for avg (last 5)6.756.50
squad age28.2326.85
state index0.930.49
sterile dominance v10.450.52
threat rate (last 3)0.360.28
threat rate (last 5)0.330.29
travel kmβ€”286.70
venue ppg (last 5)1.601.00