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Cagliari Calcio 3–0 Atalanta BC

← Serie A 2016-17 · Sun, Sep 18, 02:00 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
Cagliari Calcio win40%34%2.43fair
Atalanta BC win30%33%3.23value: +7%
Draw29%33%3.34value: +10%

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

Timeline

8'⚽Marco Borriello · Cagliari Calcio
35'🟨Fabio Pisacane · Cagliari Calcio
44'🟨Rafael Tolói · Atalanta BC
48'🟨Carlos Carmona · Atalanta BC
55'⚽Marco Sau · Cagliari Calcio
73'⚽Marco Borriello · Cagliari Calcio
88'🟨Gianni Munari · Cagliari Calcio

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 score0
12Shots7
9On target2
3Corners4
10Fouls19
2Yellow cards2
0Red cards0

Pre-match form

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

MetricCagliari CalcioAtalanta BC
accuracy ratio (last 3)0.490.19
accuracy ratio (last 5)0.490.19
blown lead rate (last 20)0.050.00
box share (last 5)0.640.52
cards avg (last 5)2.202.60
coach days
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSant'Elia
475.00
109.00
comeback rate (last 20)0.000.00
congestion 21d2.002.00
conversion (last 5)0.160.13
corner diff avg (last 5)-1.200.60
corners against avg (last 5)5.403.40
corners for avg (last 5)4.204.00
corners volatility (last 10)1.852.37
defensive leak (last 5)0.120.21
dominance (last 5)0.420.58
elo1448.951506.42
elo momentum (last 5)8.963.65
eye test v10.05-0.23
first sub minute (last 10)65.0046.67
form points (last 5)7.007.00
goal diff avg (last 5)-0.200.00
goals against avg (last 5)2.001.80
goals for avg (last 5)1.801.80
goals volatility (last 10)1.490.82
h2 goals (last 10)1.101.20
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.200.05
keeper form v10.610.59
league points1.003.00
league rank19.0017.00
matches since blank5.0012.00
matches since clean sheet4.006.00
matches since win3.000.00
pass acc avg (last 5)77.3382.67
possession avg (last 5)44.0053.33
rest days7.007.00
scorer concentration—0.60
season ppg0.331.00
shot diff avg (last 5)-4.604.20
shots for avg (last 5)11.8013.80
skill v1-0.440.92
sot against avg (last 5)7.675.67
sot for avg (last 3)4.333.00
sot for avg (last 5)4.333.00
state index-0.33-0.04
sterile dominance v1-0.450.06
threat rate (last 3)0.240.29
threat rate (last 5)0.240.29
venue ppg (last 5)1.400.80