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Valenciennes 1–2 OGC Nice

← Ligue 1 2007-08 Β· Sat, May 10, 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
Valenciennes win43%43%2.20fair
Draw30%32%3.10fair
OGC Nice win27%25%3.50fair

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
14Shots14
8On target7
4Corners6
21Fouls12
2Yellow cards1
1Red cards0

Pre-match form

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

MetricValenciennesOGC Nice
blown lead rate (last 20)0.050.00
cards avg (last 5)0.802.00
coach days1044.001044.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.060.04
corner diff avg (last 5)-0.60-0.80
corners against avg (last 5)4.403.80
corners for avg (last 5)3.803.00
corners volatility (last 10)2.251.78
defensive leak (last 5)
0.09
0.08
dominance (last 5)0.390.42
elo1483.101512.03
elo momentum (last 5)-21.31-1.91
form points (last 5)4.006.00
goal diff avg (last 5)-0.40-0.20
goals against avg (last 5)1.000.80
goals for avg (last 5)0.600.60
goals volatility (last 10)1.031.07
h2 goals (last 10)0.400.40
ht lead rate (last 20)0.250.15
league points45.0049.00
league rank12.009.00
matches since blank0.000.00
matches since clean sheet3.000.00
matches since win3.003.00
rest days7.007.00
season ppg1.251.36
shot diff avg (last 5)-4.80-5.40
shots for avg (last 5)8.4011.80
state index-0.47-0.19
venue ppg (last 5)1.601.60