← Ligue 1 2022-23 · Fri, Mar 31, 07:00 PM UTC · ref: T. Léonard
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 | 62% | 67% | 1.58 | value: +5% |
| Draw | 22% | 21% | 4.38 | fair |
| Montpellier win | 15% | 12% | 6.50 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Montpellier −1 | 50% | 1.94 |
| Olympique de Marseille −1 | 50% | 1.98 |
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 | 55% | 59% | 1.75 | fair |
| Under | 45% | 41% | 2.19 | 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 | 1 |
| 13 | Shots | 9 |
| 2 | On target | 3 |
| 1 | Corners | 3 |
| 15 | Fouls | 9 |
| 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
| venue | Stade Orange Vélodrome |