← Ligue 1 2022-23 · Sun, Oct 30, 12:00 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 |
|---|
| AJ Auxerre win | 35% | 47% | 2.81 | value: +33% |
| Ajaccio win | 34% | 27% | 2.89 | fair |
| Draw | 31% | 26% | 3.14 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| AJ Auxerre +0 | 51% | 1.93 |
| Ajaccio +0 | 49% | 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 |
|---|
| Under | 61% | 63% | 1.60 | fair |
| Over | 39% | 37% | 2.50 | 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 | 0 |
| 18 | Shots | 5 |
| 5 | On target | 1 |
| 5 | Corners | 5 |
| 13 | Fouls | 12 |
| 1 | Yellow cards | 1 |
| 1 | Red cards | 1 |
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 de l'Abbé Deschamps |