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Paris Saint-Germain FC 4–1 Sochaux

← Ligue 1 2009-10 Β· Sat, Mar 13, 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
Paris Saint-Germain FC win53%56%1.75fair
Draw28%22%3.30fair
Sochaux win19%22%5.25value: +14%

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

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

Match stats

3Half-time score0
19Shots11
8On target4
5Corners5
15Fouls15
1Yellow cards1
0Red cards0

Pre-match form

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

MetricParis Saint-Germain FCSochaux
blown lead rate (last 20)0.050.00
cards avg (last 5)2.001.40
coach days255.00801.00
comeback rate (last 20)0.050.00
congestion 21d3.003.00
conversion (last 5)0.020.04
corner diff avg (last 5)1.60-1.20
corners against avg (last 5)5.005.40
corners for avg (last 5)6.604.20
corners volatility (last 10)4.162.67
defensive leak (last 5)
0.09
0.09
dominance (last 5)0.440.49
elo1529.451487.98
elo momentum (last 5)-23.11-11.52
form points (last 5)5.005.00
goal diff avg (last 5)-1.00-0.80
goals against avg (last 5)1.401.20
goals for avg (last 5)0.400.40
goals volatility (last 10)1.230.82
h2 goals (last 10)0.400.40
h2h win rate (last 5)0.800.20
ht lead rate (last 20)0.250.30
league points34.0035.00
league rank14.0012.00
matches since blank1.001.00
matches since clean sheet2.000.00
matches since win2.000.00
rest days7.007.00
season ppg1.261.35
shot diff avg (last 5)-1.600.00
shots for avg (last 5)13.2012.00
state index-0.38-0.36
venue ppg (last 5)1.200.60