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Livorno 1–1 Bari

← Serie A 2009-10 Β· Sun, Mar 28, 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
Livorno win42%29%2.20fair
Draw30%29%3.10fair
Bari win27%42%3.50value: +47%

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
9Shots12
3On target7
5Corners7
27Fouls17
3Yellow cards0
0Red cards0

Pre-match form

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

MetricLivornoBari
blown lead rate (last 20)0.150.10
cards avg (last 5)3.001.40
coach days178.00270.00
comeback rate (last 20)0.000.10
congestion 21d4.004.00
conversion (last 5)0.060.16
corner diff avg (last 5)-0.203.00
corners against avg (last 5)5.003.60
corners for avg (last 5)4.806.60
corners volatility (last 10)1.962.88
defensive leak (last 5)
0.18
0.13
dominance (last 5)0.440.52
elo1364.791527.16
elo momentum (last 5)-22.2410.98
form points (last 5)1.0010.00
goal diff avg (last 5)-1.600.00
goals against avg (last 5)2.401.20
goals for avg (last 5)0.801.20
goals volatility (last 10)0.951.23
h2 goals (last 10)0.200.80
ht lead rate (last 20)0.250.35
league points24.0042.00
league rank20.0011.00
matches since blank0.004.00
matches since clean sheet14.002.00
matches since win11.000.00
rest days3.963.96
season ppg0.801.40
shot diff avg (last 5)-3.20-0.60
shots for avg (last 5)11.2011.40
state index-1.52-0.03
venue ppg (last 5)0.400.60