← Ligue 1 2023-24 · Sun, Apr 21, 05:00 PM UTC · ref: C. Turpin
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 | 36% | 27% | 2.72 | fair |
| Olympique de Marseille win | 35% | 39% | 2.76 | value: +7% |
| Draw | 29% | 34% | 3.40 | value: +17% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Toulouse FC +0 | 51% | 1.95 |
| Olympique de Marseille +0 | 49% | 2.00 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Under | 52% | 55% | 1.88 | fair |
| Over | 48% | 45% | 2.05 | 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
| 1 | Half-time score | 1 |
| 10 | Shots | 11 |
| 3 | On target | 3 |
| 7 | Corners | 4 |
| 11 | Fouls | 13 |
| 1 | Yellow cards | 2 |
| 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