← Ligue 1 2021-22 · Wed, Dec 1, 08:00 PM UTC · ref: B. Millot
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 | 64% | 61% | 1.52 | fair |
| Draw | 22% | 24% | 4.50 | value: +9% |
| Reims win | 14% | 15% | 6.83 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Olympique Lyonnais −1 | 52% | 1.89 |
| Reims −1 | 48% | 2.03 |
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% | 52% | 1.82 | fair |
| Under | 47% | 48% | 2.08 | 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 |
| 14 | Shots | 8 |
| 6 | On target | 4 |
| 3 | Corners | 4 |
| 14 | Fouls | 17 |
| 3 | 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