← Ligue 1 2022-23 · Sat, Apr 22, 07:00 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 |
|---|
| Racing Club de Lens win | 46% | 46% | 2.12 | fair |
| AS Monaco FC win | 28% | 26% | 3.53 | fair |
| Draw | 26% | 27% | 3.73 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Racing Club de Lens −0.25 | 53% | 1.86 |
| AS Monaco FC −0.25 | 47% | 2.09 |
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% | 52% | 1.68 | fair |
| Under | 43% | 48% | 2.30 | value: +10% |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
The match in numberswhat happened + what each side looked like walking in
Match stats
| 2 | Half-time score | 0 |
| 21 | Shots | 11 |
| 8 | On target | 4 |
| 2 | Corners | 4 |
| 8 | Fouls | 14 |
| 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.