← Ligue 1 2022-23 · Sat, Apr 1, 03:00 PM UTC
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 | 51% | 49% | 1.91 | fair |
| Draw | 27% | 29% | 3.50 | fair |
| ES Troyes AC win | 22% | 22% | 4.68 | value: +4% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| AJ Auxerre −0.5 | 51% | 1.91 |
| ES Troyes AC −0.5 | 49% | 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 |
|---|
| Under | 57% | 56% | 1.71 | fair |
| Over | 43% | 44% | 2.25 | fair |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
The match in numberswhat happened + what each side looked like walking in
Match stats
| 0 | Half-time score | 0 |
| 13 | Shots | 14 |
| 5 | On target | 2 |
| 4 | Corners | 5 |
| 7 | Fouls | 15 |
| 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.