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Chievo 2–3 Bologna FC 1909

← Serie A 2017-18 · Fri, Dec 22, 03:00 PM UTC · ref: Gianluca Manganiello, Italy

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
Chievo win37%34%2.68fair
Bologna FC 1909 win32%38%3.07value: +17%
Draw32%28%3.11fair

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

Timeline

4'⚽Mattia Destro · Bologna FC 1909
32'⚽Roberto Inglese · Chievo
50'⚽Simone Verdi · Bologna FC 1909
60'🟨Andrea Poli · Bologna FC 1909
73'🟨Paweł Jaroszyński · Chievo
77'🟨Nenad Tomović · Chievo
81'🟨Andrea Poli · Bologna FC 1909
81'🟥Andrea Poli · Bologna FC 1909
85'⚽Fabrizio Cacciatore · Chievo
90'⚽Mattia Destro · Bologna FC 1909

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
21Shots9
8On target5
7Corners5
13Fouls13
2Yellow cards2
0Red cards1

Pre-match form

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

MetricChievoBologna FC 1909
accuracy ratio (last 10)0.320.28
accuracy ratio (last 3)0.310.28
accuracy ratio (last 5)0.300.36
blown lead rate (last 20)0.000.10
box share (last 5)0.560.51
cards avg (last 5)1.402.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueMarc'Antonio Bentegodi
coach days1178.00813.00
comeback rate (last 20)0.050.05
congestion 21d3.003.00
conversion (last 5)0.050.14
corner diff avg (last 5)-8.00-3.20
corners against avg (last 5)10.008.00
corners for avg (last 5)2.004.80
corners volatility (last 10)2.442.28
defensive leak (last 5)0.070.12
dominance (last 5)0.360.38
elo1504.321510.44
elo momentum (last 5)2.3417.87
eye test v1-0.43-0.27
eye trend v10.02-0.02
first sub minute (last 10)55.0050.30
form points (last 5)5.007.00
goal diff avg (last 5)-1.000.00
goals against avg (last 5)1.601.60
goals for avg (last 5)0.601.60
goals volatility (last 10)1.031.16
h2 goals (last 10)0.400.60
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.050.20
keeper form v10.700.72
league points21.0021.00
league rank13.0011.00
matches since blank0.000.00
matches since clean sheet1.003.00
matches since win3.003.00
pass acc avg (last 5)76.2080.20
possession avg (last 5)45.0047.20
rest days5.005.00
scorer concentration0.310.29
season ppg1.241.24
shot diff avg (last 5)-10.80-5.60
shots for avg (last 5)11.009.80
skill v1-0.380.19
sot against avg (last 5)7.205.60
sot for avg (last 10)3.603.00
sot for avg (last 3)3.002.33
sot for avg (last 5)3.203.60
state index-0.37-0.19
sterile dominance v1-0.480.17
threat rate (last 10)0.250.22
threat rate (last 3)0.260.18
threat rate (last 5)0.270.22
venue ppg (last 5)1.601.20