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Livorno 1–4 AC Milan

← Serie A 2007-08 Β· Sun, Apr 27, 02:00 PM UTC

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
AC Milan win59%68%1.57value: +7%
Draw25%13%4.00fair
Livorno win15%18%6.50value: +20%

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 score1
13Shots13
1On target7
3Corners2
14Fouls10
3Yellow cards1
0Red cards0

Pre-match form

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

MetricLivornoAC Milan
blown lead rate (last 20)0.100.00
cards avg (last 5)2.401.80
coach days1212.002369.00
comeback rate (last 20)0.000.00
congestion 21d3.002.00
conversion (last 5)0.040.15
corner diff avg (last 5)-3.002.80
corners against avg (last 5)7.804.80
corners for avg (last 5)4.807.60
corners volatility (last 10)3.713.18
defensive leak (last 5)
0.09
0.11
dominance (last 5)0.470.57
elo1418.191637.68
elo momentum (last 5)-21.75-2.96
form points (last 5)2.009.00
goal diff avg (last 5)-1.001.00
goals against avg (last 5)1.401.40
goals for avg (last 5)0.402.40
goals volatility (last 10)0.531.37
h2 goals (last 10)0.301.20
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.150.15
league points30.0055.00
league rank20.006.00
matches since blank2.0011.00
matches since clean sheet3.004.00
matches since win8.000.00
rest days8.007.00
season ppg0.881.62
shot diff avg (last 5)-1.604.20
shots for avg (last 5)14.6016.40
state index-0.910.65
venue ppg (last 5)1.201.40