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Montpellier 1–1 AJ Auxerre

← 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
Montpellier win47%47%2.00fair
Draw30%30%3.10fair
AJ Auxerre win23%23%4.20fair

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
15Shots10
4On target4
4Corners4
18Fouls15
2Yellow cards1
0Red cards1

Pre-match form

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

MetricMontpellierAJ Auxerre
blown lead rate (last 20)0.050.00
cards avg (last 5)1.402.60
coach days255.00β€”
comeback rate (last 20)0.000.10
congestion 21d3.003.00
conversion (last 5)0.110.11
corner diff avg (last 5)1.202.80
corners against avg (last 5)3.002.60
corners for avg (last 5)4.205.40
corners volatility (last 10)2.302.47
defensive leak (last 5)
0.05
0.12
dominance (last 5)0.560.49
elo1593.531603.24
elo momentum (last 5)20.3816.40
form points (last 5)10.0012.00
goal diff avg (last 5)0.80-0.20
goals against avg (last 5)0.601.40
goals for avg (last 5)1.401.20
goals volatility (last 10)0.950.74
h2 goals (last 10)0.900.70
ht lead rate (last 20)0.350.30
league points52.0051.00
league rank2.003.00
matches since blank2.004.00
matches since clean sheet3.001.00
matches since win1.000.00
rest days6.003.00
season ppg1.931.89
shot diff avg (last 5)2.20-1.00
shots for avg (last 5)12.409.40
state index0.700.47
venue ppg (last 5)2.402.40