← Ligue 1 2009-10 · Sun, Mar 21, 03:00 PM UTC
The betting picturemarket vs our model, market by market
“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = 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) — it's never about picking the winner.
Who wins? (90 minutes)
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Montpellier win | 51% | 52% | 1.85 | fair |
| Draw | 29% | 29% | 3.25 | fair |
| Valenciennes win | 20% | 19% | 4.60 | fair |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
The match in numberswhat happened + what each side looked like walking in
Match stats
| 1 | Half-time score | 0 |
| 10 | Shots | 18 |
| 5 | On target | 8 |
| 5 | Corners | 3 |
| 21 | Fouls | 22 |
| 2 | Yellow cards | 2 |
| 0 | Red cards | 0 |
Pre-match form
What each side looked like walking in — computed only from games before this one.