← Ligue 1 2024-25 · Sun, Dec 1, 04:00 PM UTC · ref: H. Ben El Hadj
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 |
|---|
| Toulouse FC win | 57% | 57% | 1.68 | fair |
| Draw | 25% | 25% | 3.91 | fair |
| AJ Auxerre win | 17% | 18% | 5.61 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Toulouse FC −0.75 | 53% | 1.87 |
| AJ Auxerre −0.75 | 47% | 2.07 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Over | 54% | 58% | 1.81 | value: +5% |
| Under | 46% | 42% | 2.09 | fair |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Timeline
from ESPN event data · goals, cards and shootout kicks
The match in numberswhat happened + what each side looked like walking in
Match stats
| 2 | Half-time score | 0 |
| 12 | Shots | 4 |
| 7 | On target | 0 |
| 6 | Corners | 2 |
| 14 | Fouls | 12 |
| 0 | Yellow cards | 0 |
| 0 | Red cards | 0 |
Pre-match form
What each side looked like walking in — computed only from games before this one.
Everything else we hold on this match · 1 more recorded fact — tap to expand