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1. FC Köln 2–3 VfB Stuttgart

← Bundesliga 2017-18 · Sun, Mar 4, 03:00 PM UTC · ref: Sören Storks, 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 win38%37%2.58fair
VfB Stuttgart win34%32%2.90fair
Draw29%31%3.42value: +6%

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

Timeline

7'⚽Claudio Pizarro · 1. FC Köln
34'🟨Holger Badstuber · VfB Stuttgart
45'⚽Mario Gómez · VfB Stuttgart
45'⚽Mario Gómez · VfB Stuttgart
53'🟨Frederik Sørensen · 1. FC Köln
57'⚽Andreas Beck · VfB Stuttgart
85'🟨Timo Baumgartl · VfB Stuttgart
86'⚽Miloš Jojić · 1. FC Köln
90'🟨Mario Gómez · VfB Stuttgart

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 score2
12Shots9
4On target4
3Corners3
13Fouls13
1Yellow cards3
0Red cards0

Pre-match form

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

Metric1. FC KölnVfB Stuttgart
accuracy ratio (last 10)0.330.35
accuracy ratio (last 3)0.350.35
accuracy ratio (last 5)0.360.27
blown lead rate (last 20)0.150.05
box share (last 5)0.570.61
cards avg (last 5)1.801.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueRheinEnergieStadion
coach days
1737.00
62.00
comeback rate (last 20)0.050.00
congestion 21d2.003.00
conversion (last 5)0.160.07
corner diff avg (last 5)1.00-0.40
corners against avg (last 5)3.804.80
corners for avg (last 5)4.804.40
corners volatility (last 10)2.002.51
defensive leak (last 5)0.140.04
dominance (last 5)0.420.51
elo1504.941544.37
elo momentum (last 5)0.2823.99
eye test v1-0.21-0.41
eye trend v1-0.160.35
first sub minute (last 10)57.1053.90
form points (last 5)5.0010.00
goal diff avg (last 5)-0.400.20
goals against avg (last 5)2.000.60
goals for avg (last 5)1.600.80
goals volatility (last 10)0.840.67
h2 goals (last 10)0.900.30
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.250.30
keeper form v10.720.77
league points17.0030.00
league rank18.0012.00
matches since blank8.004.00
matches since clean sheet5.000.00
matches since win0.000.00
pass acc avg (last 5)75.8073.20
possession avg (last 5)48.6043.60
rest days7.008.00
scorer concentration0.220.22
season ppg0.711.25
shot diff avg (last 5)-3.200.00
shots for avg (last 5)11.0012.00
skill v1-0.17-0.78
sot against avg (last 5)5.603.60
sot for avg (last 10)3.603.60
sot for avg (last 3)3.334.33
sot for avg (last 5)4.003.40
squad age—22.01
state index-0.130.24
sterile dominance v10.01-0.86
threat rate (last 10)0.270.23
threat rate (last 3)0.190.32
threat rate (last 5)0.230.29
venue ppg (last 5)1.600.80