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Chelsea 2–1 Man City

← Premier League 2016-17 · Wed, Apr 5, 02:00 PM UTC · ref: Mike Dean, England

The betting picturemarket vs our model, market by market

“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = 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) — it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Chelsea win44%48%2.22value: +6%
Draw29%26%3.39fair
Man City win27%26%3.63fair

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

Timeline

10'⚽Eden Hazard · Chelsea
26'⚽Sergio Agüero · Man City
35'⚽Eden Hazard · Chelsea
52'🟨Gaël Clichy · Man City
77'🟨Fabian Delph · Man City
83'🟨Vincent Kompany · Man City
90'🟨N'Golo Kanté · Chelsea

from ESPN event data · goals, cards and shootout kicks

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

Match stats

2Half-time score1
10Shots17
4On target7
2Corners9
10Fouls14
1Yellow cards3
0Red cards0

Pre-match form

What each side looked like walking in — computed only from games before this one.

MetricChelseaMan City
accuracy ratio (last 10)0.350.31
accuracy ratio (last 3)0.420.22
accuracy ratio (last 5)0.340.29
blown lead rate (last 20)0.050.15
box share (last 5)0.670.65
cards avg (last 5)1.801.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStamford Bridge
coach days278.00278.00
comeback rate (last 20)0.050.05
congestion 21d2.002.00
conversion (last 5)0.130.10
corner diff avg (last 5)3.403.00
corners against avg (last 5)3.204.20
corners for avg (last 5)6.607.20
corners volatility (last 10)3.312.08
defensive leak (last 5)0.210.07
dominance (last 5)0.710.63
elo1790.881739.06
elo momentum (last 5)-9.726.38
eye test v10.880.22
eye trend v10.53-0.30
first sub minute (last 10)70.8059.60
form points (last 5)10.009.00
goal diff avg (last 5)0.600.80
goals against avg (last 5)1.200.60
goals for avg (last 5)1.801.40
goals volatility (last 10)1.031.16
h2 goals (last 10)0.900.90
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.600.50
keeper form v10.630.71
league points69.0058.00
league rank1.004.00
matches since blank9.002.00
matches since clean sheet7.002.00
matches since win1.003.00
pass acc avg (last 5)85.2085.00
possession avg (last 5)64.4062.80
rest days4.003.00
scorer concentration0.300.23
season ppg2.382.00
shot diff avg (last 5)9.805.60
shots for avg (last 5)16.4014.00
skill v11.941.81
sot against avg (last 5)2.402.60
sot for avg (last 10)4.704.50
sot for avg (last 3)7.333.00
sot for avg (last 5)5.804.20
squad age27.1328.87
state index1.030.94
sterile dominance v11.101.20
threat rate (last 10)0.230.23
threat rate (last 3)0.280.22
threat rate (last 5)0.250.22
travel km—260.80
venue ppg (last 5)2.402.00