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Man City 2–0 Cardiff

← Premier League 2018-19 Β· Wed, Apr 3, 02:00 PM UTC Β· ref: Jonathan Moss, 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
Man City win90%86%1.08fair
Draw7%10%14.62value: +47%
Cardiff win4%4%25.88fair

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

Timeline

6'⚽Kevin De Bruyne · Man City
8'🟨Joe Bennett · Cardiff
34'🟨Lee Peltier · Cardiff
44'⚽Leroy Sané · Man City
53'🟨Joe Ralls · Cardiff

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

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

Match stats

2Half-time score0
27Shots4
11On target1
7Corners4
3Fouls17
0Yellow cards3
0Red cards0

Pre-match form

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

MetricMan CityCardiff
accuracy ratio (last 10)0.400.27
accuracy ratio (last 3)0.360.38
accuracy ratio (last 5)0.400.31
blown lead rate (last 20)0.050.00
box share (last 5)0.660.56
cards avg (last 5)0.802.00
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueEtihad Stadium
coach days1006.00914.00
comeback rate (last 20)0.000.05
congestion 21d1.001.00
conversion (last 5)0.150.06
corner diff avg (last 5)8.60-0.60
corners against avg (last 5)1.005.20
corners for avg (last 5)9.604.60
corners volatility (last 10)4.082.85
defensive leak (last 5)0.100.18
dominance (last 5)0.840.46
elo2111.451656.25
elo momentum (last 5)18.51-30.72
eye test v11.84-0.38
eye trend v1-0.090.54
first sub minute (last 10)61.2064.00
form points (last 5)15.003.00
goal diff avg (last 5)2.40-1.60
goals against avg (last 5)0.202.40
goals for avg (last 5)2.600.80
goals volatility (last 10)1.510.88
h2 goals (last 10)1.200.70
ht lead rate (last 20)0.650.10
keeper form v10.690.59
league points77.0028.00
league rank2.0018.00
matches since blank15.002.00
matches since clean sheet0.001.00
matches since win0.001.00
pass acc avg (last 5)90.6062.00
possession avg (last 5)69.8033.60
rest days3.963.00
scorer concentration0.230.15
season ppg2.480.90
shot diff avg (last 5)16.00-2.00
shots for avg (last 5)20.2011.40
skill v12.76-2.65
sot against avg (last 5)1.204.40
sot for avg (last 10)7.203.10
sot for avg (last 3)7.674.67
sot for avg (last 5)7.804.00
squad age27.2528.57
state index2.66-0.21
sterile dominance v11.36-2.35
threat rate (last 10)0.270.33
threat rate (last 3)0.300.37
threat rate (last 5)0.290.35
travel kmβ€”233.60
venue ppg (last 5)3.001.20