← Ligue 1 2021-22 · Sun, May 1, 01:00 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 |
|---|
| AS Monaco FC win | 72% | 74% | 1.34 | fair |
| Draw | 18% | 17% | 5.60 | fair |
| Angers SCO win | 10% | 8% | 10.13 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Angers SCO −1.5 | 50% | 1.95 |
| AS Monaco FC −1.5 | 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 | 60% | 59% | 1.61 | fair |
| Under | 40% | 41% | 2.46 | fair |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
The match in numberswhat happened + what each side looked like walking in
Match stats
| 1 | Half-time score | 0 |
| 15 | Shots | 11 |
| 7 | On target | 5 |
| 8 | Corners | 5 |
| 14 | Fouls | 12 |
| 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.