← Ligue 1 2010-11 · Sat, May 21, 02:00 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 |
|---|
| Sochaux win | 48% | 43% | 1.95 | fair |
| Draw | 28% | 26% | 3.30 | fair |
| AS Saint-Étienne win | 23% | 31% | 4.00 | value: +25% |
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 | 1 |
| 7 | Shots | 13 |
| 4 | On target | 4 |
| 5 | Corners | 4 |
| 12 | Fouls | 12 |
| 0 | Yellow cards | 1 |
| 0 | Red cards | 0 |
Pre-match form
What each side looked like walking in — computed only from games before this one.