← Ligue 1 2021-22 · Wed, Sep 22, 05:00 PM UTC · ref: M. Lesage
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 |
|---|
| Montpellier win | 47% | 49% | 2.10 | value: +3% |
| Bordeaux win | 27% | 24% | 3.58 | fair |
| Draw | 26% | 27% | 3.75 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Montpellier −0.25 | 53% | 1.82 |
| Bordeaux −0.25 | 47% | 2.11 |
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 | 57% | 56% | 1.68 | fair |
| Under | 43% | 44% | 2.31 | 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 | 2 |
| 15 | Shots | 15 |
| 6 | On target | 7 |
| 6 | Corners | 6 |
| 10 | Fouls | 8 |
| 0 | 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