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Chelsea 1–0 Liverpool

← Premier League 2017-18 Β· Sun, May 6, 02:00 PM UTC Β· ref: Anthony Taylor, 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 win44%41%2.24fair
Liverpool win29%40%3.37value: +34%
Draw27%19%3.61fair

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

Timeline

32'⚽Olivier Giroud · Chelsea
39'🟨Mohamed Salah · Liverpool
40'🟨Nathaniel Clyne · Liverpool
79'🟨Marcos Alonso · Chelsea
81'🟨Victor Moses · Chelsea
90'🟨Thibaut Courtois · Chelsea

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
12Shots10
4On target5
3Corners1
12Fouls9
3Yellow cards2
0Red cards0

Pre-match form

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

MetricChelseaLiverpool
accuracy ratio (last 10)0.320.34
accuracy ratio (last 3)0.290.26
accuracy ratio (last 5)0.290.29
blown lead rate (last 20)0.050.15
box share (last 5)0.650.60
cards avg (last 5)0.801.00
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStamford Bridge
coach days674.00409.00
comeback rate (last 20)0.050.10
congestion 21d2.002.00
conversion (last 5)0.100.10
corner diff avg (last 5)1.401.40
corners against avg (last 5)3.804.20
corners for avg (last 5)5.205.60
corners volatility (last 10)3.693.50
defensive leak (last 5)0.170.06
dominance (last 5)0.660.67
elo1752.231777.92
elo momentum (last 5)-3.55-8.96
eye test v10.380.20
eye trend v1-0.20-0.25
first sub minute (last 10)69.0064.50
form points (last 5)10.009.00
goal diff avg (last 5)0.200.80
goals against avg (last 5)1.400.60
goals for avg (last 5)1.601.40
goals volatility (last 10)0.971.60
h2 goals (last 10)0.701.30
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.450.55
keeper form v10.590.76
league points66.0072.00
league rank5.003.00
matches since blank6.000.00
matches since clean sheet0.000.00
matches since win0.002.00
pass acc avg (last 5)83.2083.20
possession avg (last 5)55.0064.80
rest days8.008.00
scorer concentration0.200.39
season ppg1.892.00
shot diff avg (last 5)7.807.80
shots for avg (last 5)16.2015.00
skill v11.041.70
sot against avg (last 5)4.002.40
sot for avg (last 10)5.205.20
sot for avg (last 3)4.334.00
sot for avg (last 5)4.604.20
squad age27.5326.17
state index0.790.96
sterile dominance v10.191.20
threat rate (last 10)0.270.24
threat rate (last 3)0.260.25
threat rate (last 5)0.290.23
travel kmβ€”286.70
venue ppg (last 5)1.401.60