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Cagliari Calcio 1–0 Atalanta BC

← Serie A 2017-18 · Sun, May 20, 02:00 PM UTC · ref: Davide Massa, 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 win45%51%2.19value: +11%
Cagliari Calcio win29%27%3.38fair
Draw27%23%3.67fair

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

Timeline

46'🟨Timothy Castagne · Atalanta BC
50'🟨Nicolò Barella · Cagliari Calcio
87'⚽Luca Ceppitelli · Cagliari Calcio
90'🟨Fabio Pisacane · Cagliari Calcio
90'🟨Luca Cigarini · 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

0Half-time score0
6Shots12
4On target4
5Corners11
17Fouls14
3Yellow cards1
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 10)0.300.34
accuracy ratio (last 3)0.210.32
accuracy ratio (last 5)0.200.39
blown lead rate (last 20)0.000.00
box share (last 5)0.560.70
cards avg (last 5)4.00
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSardegna Arena
3.20
coach days1084.00718.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.080.13
corner diff avg (last 5)-1.20-1.20
corners against avg (last 5)6.206.20
corners for avg (last 5)5.005.00
corners volatility (last 10)2.823.97
defensive leak (last 5)0.120.09
dominance (last 5)0.420.63
elo1467.111707.73
elo momentum (last 5)-3.2519.51
eye test v1-1.481.29
eye trend v10.17-0.18
first sub minute (last 10)56.0052.10
form points (last 5)4.0011.00
goal diff avg (last 5)-1.401.20
goals against avg (last 5)1.800.80
goals for avg (last 5)0.402.00
goals volatility (last 10)0.821.45
h2 goals (last 10)0.501.30
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.150.30
keeper form v10.490.78
league points36.0060.00
league rank17.007.00
matches since blank1.005.00
matches since clean sheet0.004.00
matches since win0.002.00
pass acc avg (last 5)70.8081.20
possession avg (last 5)39.6051.00
rest days7.007.00
scorer concentration0.390.17
season ppg0.971.62
shot diff avg (last 5)-3.607.80
shots for avg (last 5)9.0018.20
skill v1-1.290.55
sot against avg (last 5)3.602.20
sot for avg (last 10)2.306.20
sot for avg (last 3)2.005.67
sot for avg (last 5)1.606.60
squad age—25.73
state index-0.510.91
sterile dominance v1-0.63-0.64
threat rate (last 10)0.210.34
threat rate (last 3)0.270.37
threat rate (last 5)0.210.36
venue ppg (last 5)1.001.60