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Liverpool 0–0 Stoke

← Premier League 2017-18 Β· Sat, Apr 28, 02:00 PM UTC Β· ref: Andre Marriner, 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%76%1.29fair
Draw16%18%6.00value: +8%
Stoke win8%6%11.50fair

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

Timeline

36'🟨Peter Crouch · Stoke
42'🟨Mame Biram Diouf · Stoke
88'🟨Virgil van Dijk · 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 score0
20Shots5
2On target1
9Corners2
7Fouls14
1Yellow cards2
0Red cards0

Pre-match form

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

MetricLiverpoolStoke
accuracy ratio (last 10)0.360.32
accuracy ratio (last 3)0.330.47
accuracy ratio (last 5)0.430.42
blown lead rate (last 20)0.200.15
box share (last 5)0.610.56
cards avg (last 5)1.002.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueAnfield
coach days401.00117.00
comeback rate (last 20)0.100.00
congestion 21d3.003.00
conversion (last 5)0.180.09
corner diff avg (last 5)1.00-4.00
corners against avg (last 5)4.007.20
corners for avg (last 5)5.003.20
corners volatility (last 10)3.522.25
defensive leak (last 5)0.060.10
dominance (last 5)0.660.34
elo1785.801475.06
elo momentum (last 5)3.96-13.18
eye test v10.77-0.42
eye trend v1-0.290.53
first sub minute (last 10)64.5059.00
form points (last 5)11.002.00
goal diff avg (last 5)1.80-1.00
goals against avg (last 5)0.601.80
goals for avg (last 5)2.400.80
goals volatility (last 10)1.420.48
h2 goals (last 10)1.400.40
h2h win rate (last 5)1.000.00
ht lead rate (last 20)0.600.20
keeper form v10.730.79
league points71.0029.00
league rank3.0019.00
matches since blank2.003.00
matches since clean sheet1.006.00
matches since win1.0011.00
pass acc avg (last 5)83.0065.20
possession avg (last 5)62.2037.40
rest days7.006.00
scorer concentration0.390.23
season ppg2.030.83
shot diff avg (last 5)6.60-8.80
shots for avg (last 5)13.609.20
skill v11.51-2.02
sot against avg (last 5)2.407.40
sot for avg (last 10)5.303.20
sot for avg (last 3)4.334.67
sot for avg (last 5)5.804.00
squad age26.9128.81
state index1.34-1.03
sterile dominance v11.14-1.28
threat rate (last 10)0.240.25
threat rate (last 3)0.210.26
threat rate (last 5)0.220.25
travel kmβ€”71.90
venue ppg (last 5)2.600.60