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Atalanta BC 1–0 Chievo

← Serie A 2006-07 Β· Sat, Apr 7, 02:00 PM UTC Β· ref: L. Banti

The betting picturemarket vs our model, market by market

β€œMarket” = what bookmaker prices imply after removing their margin β€” the world's best guess. β€œModel” = 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) β€” it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Atalanta BC win44%40%2.05fair
Draw33%43%2.80value: +20%
Chievo win23%17%4.20fair

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

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

Match stats

0Half-time score0
7Shots11
3On target5
6Corners5
12Fouls19
2Yellow cards1
1Red cards2

Pre-match form

What each side looked like walking in β€” computed only from games before this one.

MetricAtalanta BCChievo
blown lead rate (last 20)0.300.15
cards avg (last 5)2.801.80
coach days645.00188.00
comeback rate (last 20)0.000.05
congestion 21d2.002.00
conversion (last 5)0.060.15
corner diff avg (last 5)-2.000.60
corners against avg (last 5)6.004.00
corners for avg (last 5)4.004.60
corners volatility (last 10)2.922.80
defensive leak (last 5)
0.13
0.23
dominance (last 5)0.470.56
elo1475.401472.06
elo momentum (last 5)-30.239.03
form points (last 5)2.006.00
goal diff avg (last 5)-0.800.00
goals against avg (last 5)1.601.40
goals for avg (last 5)0.801.40
goals volatility (last 10)0.940.92
h2 goals (last 10)0.600.40
ht lead rate (last 20)0.400.30
league points33.0028.00
league rank11.0017.00
matches since blank1.007.00
matches since clean sheet7.001.00
matches since win9.001.00
rest days6.006.00
season ppg1.140.97
shot diff avg (last 5)-1.002.00
shots for avg (last 5)11.2010.00
state index-0.81-0.19
venue ppg (last 5)1.000.80