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Parma Calcio 1913 1–0 Atalanta BC

← Serie A 2009-10 Β· Sun, Mar 14, 03:00 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
Parma Calcio 1913 win46%50%2.00fair
Draw30%24%3.20fair
Atalanta BC win24%27%4.00value: +6%

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
16Shots13
3On target4
5Corners6
15Fouls19
3Yellow cards3
0Red cards1

Pre-match form

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

MetricParma Calcio 1913Atalanta BC
blown lead rate (last 20)0.050.00
cards avg (last 5)2.203.20
coach days559.00194.00
comeback rate (last 20)0.050.00
congestion 21d3.003.00
conversion (last 5)0.040.02
corner diff avg (last 5)1.400.60
corners against avg (last 5)5.005.40
corners for avg (last 5)6.406.00
corners volatility (last 10)3.131.17
defensive leak (last 5)
0.08
0.07
dominance (last 5)0.460.63
elo1445.061445.44
elo momentum (last 5)-5.01-2.20
form points (last 5)5.005.00
goal diff avg (last 5)-0.60-0.40
goals against avg (last 5)1.200.80
goals for avg (last 5)0.600.40
goals volatility (last 10)0.521.06
h2 goals (last 10)0.400.30
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.150.10
league points34.0022.00
league rank14.0019.00
matches since blank2.000.00
matches since clean sheet1.000.00
matches since win1.004.00
rest days7.007.00
season ppg1.260.81
shot diff avg (last 5)-2.207.60
shots for avg (last 5)12.8017.20
state index-0.44-0.37
venue ppg (last 5)1.000.40