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1. FC Köln 2–1 Ingolstadt

← Bundesliga 2016-17 · Sat, Oct 15, 02:00 PM UTC · ref: Tobias Welz, 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
1. FC Köln win52%37%1.88fair
Draw28%26%3.51fair
Ingolstadt win20%36%4.92value: +78% ⚠

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

Timeline

28'⚽Anthony Modeste · 1. FC Köln
32'🟨Matthias Lehmann · 1. FC Köln
39'⚽ (pen)Anthony Modeste · 1. FC Köln
45'🟨Markus Suttner · Ingolstadt
75'🟨Marco Höger · 1. FC Köln
85'🟨Frederik Sørensen · 1. FC Köln
87'🟨Lukas Hinterseer · Ingolstadt
90'🟨Tobias Levels · Ingolstadt
90'⚽ (pen)Lukas Hinterseer · Ingolstadt

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 score0
15Shots9
3On target1
5Corners3
27Fouls24
3Yellow cards3
0Red cards0

Pre-match form

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

Metric1. FC KölnIngolstadt
accuracy ratio (last 10)0.410.33
accuracy ratio (last 3)0.390.25
accuracy ratio (last 5)0.410.32
blown lead rate (last 20)0.050.15
box share (last 5)0.490.69
cards avg (last 5)1.601.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueRheinEnergieStadion
coach days1232.00106.00
comeback rate (last 20)0.050.00
congestion 21d2.002.00
conversion (last 5)0.190.03
corner diff avg (last 5)-4.402.40
corners against avg (last 5)7.603.20
corners for avg (last 5)3.205.60
corners volatility (last 10)2.131.83
defensive leak (last 5)0.040.24
dominance (last 5)0.350.56
elo1587.921456.35
elo momentum (last 5)39.39-51.37
eye test v1-0.26-0.26
eye trend v1-0.48-0.22
first sub minute (last 10)63.5061.17
form points (last 5)9.000.00
goal diff avg (last 5)1.00-1.80
goals against avg (last 5)0.602.20
goals for avg (last 5)1.600.40
goals volatility (last 10)1.430.74
h2 goals (last 10)0.600.30
ht lead rate (last 20)0.250.25
keeper form v10.870.60
league points12.001.00
league rank5.0018.00
matches since blank4.001.00
matches since clean sheet3.0011.00
matches since win2.0011.00
pass acc avg (last 5)71.4069.40
possession avg (last 5)35.8048.40
rest days14.0014.00
scorer concentration0.50—
season ppg2.000.17
shot diff avg (last 5)-8.602.00
shots for avg (last 5)9.8012.80
skill v1-1.70-0.98
sot against avg (last 5)5.006.00
sot for avg (last 10)4.834.17
sot for avg (last 3)3.003.33
sot for avg (last 5)4.204.00
state index0.55-1.33
sterile dominance v1-1.46-0.78
threat rate (last 10)0.290.27
threat rate (last 3)0.220.25
threat rate (last 5)0.270.27
venue ppg (last 5)2.200.20