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Ingolstadt 2–2 1. FC Köln

← Bundesliga 2016-17 · Sat, Mar 11, 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
Ingolstadt win37%48%2.64value: +27%
1. FC Köln win32%27%3.09fair
Draw31%25%3.15fair

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

Timeline

15'⚽ (pen)Anthony Modeste · 1. FC Köln
28'🟨Paweł Olkowski · 1. FC Köln
37'🟨Markus Suttner · Ingolstadt
38'🟨Sonny Kittel · Ingolstadt
42'⚽Darío Lezcano · Ingolstadt
60'⚽Anthony Modeste · 1. FC Köln
61'🟨Romain Brégerie · Ingolstadt
69'⚽Romain Brégerie · Ingolstadt
83'🟨Dominique Heintz · 1. FC Köln
90'🟨Pascal Groß · Ingolstadt
90'🟨Matthias Lehmann · 1. FC Köln

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 score1
26Shots7
9On target2
11Corners0
13Fouls24
4Yellow cards3
0Red cards0

Pre-match form

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

MetricIngolstadt1. FC Köln
accuracy ratio (last 10)0.350.32
accuracy ratio (last 3)0.480.33
accuracy ratio (last 5)0.360.31
blown lead rate (last 20)0.100.05
box share (last 5)0.610.55
cards avg (last 5)1.802.20
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueAudi Sportpark
coach days119.001379.00
comeback rate (last 20)0.000.05
congestion 21d3.003.00
conversion (last 5)0.080.10
corner diff avg (last 5)1.20-2.20
corners against avg (last 5)3.205.00
corners for avg (last 5)4.402.80
corners volatility (last 10)1.792.11
defensive leak (last 5)0.150.13
dominance (last 5)0.470.39
elo1574.411701.17
elo momentum (last 5)-5.50-22.78
eye test v1-0.24-0.79
eye trend v10.27-0.15
first sub minute (last 10)60.6062.20
form points (last 5)3.004.00
goal diff avg (last 5)-1.20-1.00
goals against avg (last 5)2.001.80
goals for avg (last 5)0.800.80
goals volatility (last 10)1.101.70
h2 goals (last 10)0.500.50
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.300.15
keeper form v10.650.72
league points18.0033.00
league rank17.007.00
matches since blank1.000.00
matches since clean sheet2.004.00
matches since win2.004.00
pass acc avg (last 5)66.4073.60
possession avg (last 5)43.8041.60
rest days7.007.00
scorer concentration0.190.54
season ppg0.781.43
shot diff avg (last 5)-2.00-5.00
shots for avg (last 5)11.408.80
skill v1-1.42-0.84
sot against avg (last 5)5.805.00
sot for avg (last 10)4.603.30
sot for avg (last 3)6.002.33
sot for avg (last 5)4.402.80
squad age27.1927.16
state index-0.25-0.19
sterile dominance v1-0.98-0.47
threat rate (last 10)0.280.23
threat rate (last 3)0.260.18
threat rate (last 5)0.260.22
venue ppg (last 5)1.201.00