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1. FC Köln 1–1 Borussia Dortmund

← Bundesliga 2016-17 · Sat, Dec 10, 03:00 PM UTC · ref: Felix Zwayer, Germany

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
Borussia Dortmund win59%54%1.65fair
Draw22%28%4.47value: +25%
1. FC Köln win19%18%5.21fair

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

Timeline

-3'🟨Ousmane Dembélé · Borussia Dortmund
28'🟨Marcel Schmelzer · Borussia Dortmund
28'⚽Artjoms Rudnevs · 1. FC Köln
54'🟨Dominique Heintz · 1. FC Köln
60'🟨Sokratis · Borussia Dortmund
65'🟨Salih Özcan · 1. FC Köln
72'🟨Marco Höger · 1. FC Köln
90'🟨Salih Özcan · 1. FC Köln
90'🟥Salih Özcan · 1. FC Köln
90'⚽Marco Reus · Borussia Dortmund

from ESPN event data · goals, cards and shootout kicks

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

Match stats

1Half-time score0
7Shots11
2On target4
1Corners6
26Fouls18
2Yellow cards3
1Red cards0

Pre-match form

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

Metric1. FC KölnBorussia Dortmund
accuracy ratio (last 10)0.280.43
accuracy ratio (last 3)0.250.42
accuracy ratio (last 5)0.250.39
blown lead rate (last 20)0.050.00
box share (last 5)0.610.76
cards avg (last 5)2.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueRheinEnergieStadion
2.20
coach days1288.00528.00
comeback rate (last 20)0.100.00
congestion 21d3.003.00
conversion (last 5)0.070.19
corner diff avg (last 5)-0.20-0.80
corners against avg (last 5)4.605.00
corners for avg (last 5)4.404.20
corners volatility (last 10)1.634.18
defensive leak (last 5)0.120.13
dominance (last 5)0.510.53
elo1575.541760.46
elo momentum (last 5)-8.607.97
eye test v1-0.330.24
eye trend v10.22-0.08
first sub minute (last 10)49.8052.90
form points (last 5)7.0010.00
goal diff avg (last 5)-0.201.20
goals against avg (last 5)1.201.00
goals for avg (last 5)1.002.20
goals volatility (last 10)1.161.95
h2 goals (last 10)0.901.40
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.250.50
keeper form v10.690.50
league points22.0024.00
league rank7.006.00
matches since blank0.004.00
matches since clean sheet1.002.00
matches since win2.000.00
pass acc avg (last 5)79.4080.40
possession avg (last 5)50.8057.80
rest days7.007.00
scorer concentration0.650.47
season ppg1.691.85
shot diff avg (last 5)0.600.40
shots for avg (last 5)12.6011.40
skill v10.350.96
sot against avg (last 5)3.803.20
sot for avg (last 10)3.105.70
sot for avg (last 3)3.335.33
sot for avg (last 5)3.404.60
squad age—26.32
state index0.110.88
sterile dominance v10.050.78
threat rate (last 10)0.230.23
threat rate (last 3)0.280.25
threat rate (last 5)0.250.21
venue ppg (last 5)2.201.40