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Man City 5–0 Swansea

← Premier League 2017-18 Β· Sun, Apr 22, 02:00 PM UTC Β· ref: Craig Pawson, 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 win86%70%1.13fair
Draw9%13%10.25value: +29%
Swansea win5%17%19.50value: +232%

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

Timeline

12'⚽David Silva · Man City
16'⚽Raheem Sterling · Man City
40'🟨Martin Olsson · Swansea
54'⚽Kevin De Bruyne · Man City
64'⚽Bernardo Silva · Man City
88'⚽Gabriel Jesus · Man City

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
19Shots4
12On target1
5Corners1
6Fouls8
0Yellow cards1
0Red cards0

Pre-match form

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

MetricMan CitySwansea
accuracy ratio (last 10)0.390.45
accuracy ratio (last 3)0.290.41
accuracy ratio (last 5)0.290.44
blown lead rate (last 20)0.100.00
box share (last 5)0.660.66
cards avg (last 5)2.401.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueEtihad Stadium
coach days660.00142.00
comeback rate (last 20)0.050.05
congestion 21d2.002.00
conversion (last 5)0.130.15
corner diff avg (last 5)5.00-2.80
corners against avg (last 5)3.205.60
corners for avg (last 5)8.202.80
corners volatility (last 10)4.571.84
defensive leak (last 5)0.180.09
dominance (last 5)0.780.34
elo1898.811519.78
elo momentum (last 5)16.5011.69
eye test v10.72-0.74
eye trend v1-0.340.04
first sub minute (last 10)70.6056.70
form points (last 5)12.006.00
goal diff avg (last 5)1.200.20
goals against avg (last 5)1.001.00
goals for avg (last 5)2.201.20
goals volatility (last 10)1.171.25
h2 goals (last 10)1.100.90
h2h win rate (last 5)0.900.10
ht lead rate (last 20)0.650.10
keeper form v10.680.69
league points87.0033.00
league rank1.0017.00
matches since blank12.002.00
matches since clean sheet3.003.00
matches since win0.004.00
pass acc avg (last 5)89.0072.00
possession avg (last 5)69.4039.40
rest days8.008.00
scorer concentration0.200.24
season ppg2.641.00
shot diff avg (last 5)12.00-7.80
shots for avg (last 5)17.007.20
skill v12.62-1.18
sot against avg (last 5)1.803.40
sot for avg (last 10)6.703.00
sot for avg (last 3)5.333.33
sot for avg (last 5)5.003.60
squad age26.6228.34
state index1.72-0.28
sterile dominance v11.56-0.13
threat rate (last 10)0.250.19
threat rate (last 3)0.290.19
threat rate (last 5)0.250.15
travel kmβ€”235.80
venue ppg (last 5)2.400.60