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Arsenal 4–1 West Ham

← Premier League 2017-18 Β· Sun, Apr 22, 02:00 PM UTC Β· ref: Lee Mason, 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
Arsenal win64%33%1.53fair
Draw22%60%4.55value: +171% ⚠
West Ham win14%7%6.88fair

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

Timeline

41'🟨Granit Xhaka · Arsenal
50'🟨Pablo Zabaleta · West Ham
51'⚽Nacho Monreal · Arsenal
62'🟨Ainsley Maitland-Niles · Arsenal
64'⚽Marko Arnautovic · West Ham
74'🟨Shkodran Mustafi · Arsenal
82'⚽Aaron Ramsey · Arsenal
85'⚽Alexandre Lacazette · Arsenal
87'🟨Marko Arnautovic · West Ham
89'⚽Alexandre Lacazette · Arsenal

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
20Shots11
8On target4
8Corners6
11Fouls9
3Yellow cards2
0Red cards0

Pre-match form

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

MetricArsenalWest Ham
accuracy ratio (last 10)0.450.38
accuracy ratio (last 3)0.400.38
accuracy ratio (last 5)0.460.35
blown lead rate (last 20)0.000.05
box share (last 5)0.660.51
cards avg (last 5)0.801.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueEmirates Stadium
coach days7874.00172.00
comeback rate (last 20)0.000.05
congestion 21d5.002.00
conversion (last 5)0.150.13
corner diff avg (last 5)1.201.20
corners against avg (last 5)5.605.00
corners for avg (last 5)6.806.20
corners volatility (last 10)2.592.58
defensive leak (last 5)0.110.20
dominance (last 5)0.580.50
elo1717.641515.22
elo momentum (last 5)-3.39-16.00
eye test v11.31-0.29
eye trend v1-0.010.22
first sub minute (last 10)58.2059.80
form points (last 5)10.005.00
goal diff avg (last 5)1.20-0.60
goals against avg (last 5)1.401.80
goals for avg (last 5)2.601.20
goals volatility (last 10)1.230.79
h2 goals (last 10)0.700.60
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.350.25
keeper form v10.650.60
league points54.0035.00
league rank6.0016.00
matches since blank9.003.00
matches since clean sheet4.002.00
matches since win2.002.00
pass acc avg (last 5)84.4076.80
possession avg (last 5)66.6051.40
rest days7.006.00
scorer concentration0.160.23
season ppg1.641.06
shot diff avg (last 5)4.60-0.60
shots for avg (last 5)15.6011.20
skill v11.950.13
sot against avg (last 5)4.805.00
sot for avg (last 10)6.203.50
sot for avg (last 3)7.004.33
sot for avg (last 5)7.003.80
squad age26.2827.56
state index0.84-0.40
sterile dominance v11.340.33
threat rate (last 10)0.210.20
threat rate (last 3)0.250.22
threat rate (last 5)0.230.21
travel kmβ€”8.90
venue ppg (last 5)3.000.80