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Atalanta BC 2–1 Empoli

← Serie A 2016-17 · Tue, Dec 20, 03:00 PM UTC · ref: Michael Fabbri, 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
Atalanta BC win64%67%1.53fair
Draw22%20%4.38fair
Empoli win13%13%7.33fair

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

Timeline

17'🟨Marcel Büchel · Empoli
22'🟨Guido Marilungo · Empoli
38'🟨Jasmin Kurtić · Atalanta BC
51'⚽Levan Mch'edlidze · Empoli
53'🟨Papu Gómez · Atalanta BC
74'⚽Franck Kessié · Atalanta BC
82'🟨Assane Dioussé · Empoli
90'🟨Marco D'Alessandro · Atalanta BC
90'🟨Łukasz Skorupski · Empoli
90'⚽Marco D'Alessandro · Atalanta BC

from ESPN event data · goals, cards and shootout kicks

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

Match stats

0Half-time score0
30Shots3
10On target1
14Corners2
16Fouls10
3Yellow cards4
0Red cards0

Pre-match form

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

MetricAtalanta BCEmpoli
accuracy ratio (last 10)0.380.37
accuracy ratio (last 3)0.360.28
accuracy ratio (last 5)0.300.31
blown lead rate (last 20)0.000.00
box share (last 5)0.590.66
cards avg (last 5)2.403.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStadio Atleti Azzurri d'Italia
coach days202.00172.00
comeback rate (last 20)0.050.00
congestion 21d3.003.00
conversion (last 5)0.090.07
corner diff avg (last 5)2.60-0.40
corners against avg (last 5)4.804.20
corners for avg (last 5)7.403.80
corners volatility (last 10)2.952.40
defensive leak (last 5)0.170.13
dominance (last 5)0.600.39
elo1576.461470.75
elo momentum (last 5)6.02-21.10
eye test v10.27-0.45
eye trend v1-0.33-0.27
first sub minute (last 10)56.1053.60
form points (last 5)7.004.00
goal diff avg (last 5)-0.20-1.60
goals against avg (last 5)1.402.20
goals for avg (last 5)1.200.60
goals volatility (last 10)1.081.34
h2 goals (last 10)0.800.20
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.300.15
keeper form v10.580.77
league points29.0014.00
league rank6.0017.00
matches since blank0.001.00
matches since clean sheet0.000.00
matches since win3.000.00
pass acc avg (last 5)79.0079.00
possession avg (last 5)51.6046.80
rest days3.003.00
scorer concentration0.230.22
season ppg1.710.82
shot diff avg (last 5)5.40-6.20
shots for avg (last 5)14.8010.40
skill v10.380.03
sot against avg (last 5)4.006.00
sot for avg (last 10)5.403.10
sot for avg (last 3)5.002.00
sot for avg (last 5)4.603.20
state index0.25-0.69
sterile dominance v1-0.24-0.02
threat rate (last 10)0.300.19
threat rate (last 3)0.240.16
threat rate (last 5)0.290.23
venue ppg (last 5)2.401.00