← Ligue 1 2021-22 · Sun, Apr 17, 03:05 PM UTC · ref: F. Batta
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 | 70% | 74% | 1.39 | fair |
| Draw | 18% | 18% | 5.45 | fair |
| Bordeaux win | 12% | 8% | 8.50 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Bordeaux −1.5 | 52% | 1.90 |
| Olympique Lyonnais −1.5 | 48% | 2.02 |
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 | 64% | 65% | 1.50 | fair |
| Under | 36% | 35% | 2.77 | 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
| 3 | Half-time score | 0 |
| 15 | Shots | 17 |
| 9 | On target | 5 |
| 3 | Corners | 5 |
| 8 | Fouls | 13 |
| 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