← Ligue 1 2022-23 · Sun, Apr 9, 11:00 AM UTC · ref: B. Bastien
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 Lyonnais win | 43% | 44% | 2.26 | fair |
| Stade Rennais FC 1901 win | 29% | 25% | 3.36 | fair |
| Draw | 28% | 31% | 3.55 | value: +9% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Olympique Lyonnais −0.25 | 50% | 1.95 |
| Stade Rennais FC 1901 −0.25 | 50% | 1.99 |
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 | 53% | 44% | 1.84 | fair |
| Under | 47% | 56% | 2.06 | value: +14% |
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 | 1 |
| 11 | Shots | 11 |
| 3 | On target | 3 |
| 7 | Corners | 2 |
| 14 | Fouls | 17 |
| 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.
Everything else we hold on this match · 1 more recorded fact — tap to expand