← Ligue 1 2021-22 · Sun, May 1, 06:45 PM UTC · ref: A. Gautier
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 |
|---|
| Olympique de Marseille win | 40% | 42% | 2.46 | value: +4% |
| Olympique Lyonnais win | 33% | 32% | 3.04 | fair |
| Draw | 27% | 25% | 3.60 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Olympique Lyonnais −0.25 | 53% | 1.83 |
| Olympique de Marseille −0.25 | 47% | 2.12 |
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 | 59% | 60% | 1.63 | fair |
| Under | 41% | 40% | 2.39 | 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
| 0 | Half-time score | 0 |
| 9 | Shots | 12 |
| 2 | On target | 5 |
| 3 | Corners | 6 |
| 5 | Fouls | 13 |
| 2 | Yellow cards | 1 |
| 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
| venue | Stade Orange Vélodrome |