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Empoli 0–1 Atalanta BC

← Serie A 2016-17 · Sun, May 21, 02:00 PM UTC · ref: Paolo Valeri, 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 win39%30%2.54fair
Empoli win32%41%3.07value: +25%
Draw29%29%3.34fair

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

Timeline

13'⚽Papu Gómez · Atalanta BC
24'🟨Manuel Pasqual · Empoli
24'🟨Andrea Conti · Atalanta BC
28'🟨Marcel Büchel · Empoli
39'🟨Andrea Masiello · Atalanta BC
70'🟨Omar El Kaddouri · Empoli

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 score1
8Shots13
3On target5
6Corners5
16Fouls17
3Yellow cards2
0Red cards0

Pre-match form

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

MetricEmpoliAtalanta BC
accuracy ratio (last 10)0.370.40
accuracy ratio (last 3)0.380.44
accuracy ratio (last 5)0.450.42
blown lead rate (last 20)0.000.20
box share (last 5)0.710.72
cards avg (last 5)2.802.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueCarlo Castellani
coach days324.00354.00
comeback rate (last 20)0.000.00
congestion 21d3.002.00
conversion (last 5)0.150.22
corner diff avg (last 5)1.80-0.80
corners against avg (last 5)4.806.40
corners for avg (last 5)6.605.60
corners volatility (last 10)2.802.69
defensive leak (last 5)0.150.10
dominance (last 5)0.500.39
elo1442.151649.57
elo momentum (last 5)26.7910.00
eye test v10.99-0.02
eye trend v10.310.03
first sub minute (last 10)60.6055.40
form points (last 5)9.007.00
goal diff avg (last 5)0.200.20
goals against avg (last 5)1.801.40
goals for avg (last 5)2.001.60
goals volatility (last 10)1.061.48
h2 goals (last 10)0.700.80
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.200.55
keeper form v10.660.71
league points32.0066.00
league rank17.005.00
matches since blank6.009.00
matches since clean sheet15.006.00
matches since win1.003.00
pass acc avg (last 5)77.0078.20
possession avg (last 5)46.6043.40
rest days7.008.00
scorer concentration0.250.22
season ppg0.891.83
shot diff avg (last 5)-1.20-5.20
shots for avg (last 5)14.409.40
skill v1-0.13-0.23
sot against avg (last 5)6.805.40
sot for avg (last 10)4.905.50
sot for avg (last 3)6.675.67
sot for avg (last 5)6.404.20
state index-0.150.27
sterile dominance v1-0.74-0.26
threat rate (last 10)0.270.27
threat rate (last 3)0.330.29
threat rate (last 5)0.310.23
venue ppg (last 5)0.801.60