← Ligue 1 2022-23 · Sun, May 7, 11:00 AM 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 |
|---|
| AS Monaco FC win | 60% | 68% | 1.63 | value: +11% |
| Draw | 23% | 20% | 4.39 | fair |
| Angers SCO win | 17% | 12% | 5.80 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Angers SCO +1 | 53% | 1.86 |
| AS Monaco FC +1 | 47% | 2.08 |
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 | 56% | 56% | 1.73 | fair |
| Under | 44% | 44% | 2.23 | 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 | 1 |
| 10 | Shots | 14 |
| 3 | On target | 6 |
| 4 | Corners | 3 |
| 13 | Fouls | 17 |
| 3 | Yellow cards | 2 |
| 0 | Red cards | 0 |
Pre-match form
What each side looked like walking in — computed only from games before this one.