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Empoli 4–1 Ascoli

← Serie A 2006-07 Β· Sun, Apr 1, 02:00 PM UTC Β· ref: P. Tagliavento

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
Empoli win57%57%1.61fair
Draw27%25%3.40fair
Ascoli win16%18%6.00value: +8%

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

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

Match stats

1Half-time score0
15Shots8
6On target4
8Corners5
22Fouls34
1Yellow cards4
0Red cards1

Pre-match form

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

MetricEmpoliAscoli
blown lead rate (last 20)0.050.10
cards avg (last 5)1.803.60
coach days435.00β€”
comeback rate (last 20)0.000.00
congestion 21d2.002.00
conversion (last 5)0.150.07
corner diff avg (last 5)-0.80-2.60
corners against avg (last 5)5.008.40
corners for avg (last 5)4.205.80
corners volatility (last 10)2.222.15
defensive leak (last 5)
0.23
0.04
dominance (last 5)0.480.38
elo1505.061391.29
elo momentum (last 5)-1.4418.00
form points (last 5)7.006.00
goal diff avg (last 5)-0.200.00
goals against avg (last 5)1.600.60
goals for avg (last 5)1.400.60
goals volatility (last 10)0.920.79
h2 goals (last 10)0.600.60
ht lead rate (last 20)0.350.20
league points42.0019.00
league rank7.0020.00
matches since blank4.003.00
matches since clean sheet2.001.00
matches since win2.001.00
rest days13.9613.96
season ppg1.500.68
shot diff avg (last 5)-2.20-5.60
shots for avg (last 5)8.808.80
state index-0.05-0.39
venue ppg (last 5)2.601.40