← Ligue 1 2017-18 · Sat, Apr 21, 02:00 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 | 54% | 51% | 1.80 | fair |
| Draw | 24% | 30% | 4.02 | value: +19% |
| Guingamp win | 21% | 20% | 4.54 | fair |
across 1 bookmaker · 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 |
| 24 | Shots | 4 |
| 12 | On target | 1 |
| 10 | Corners | 1 |
| 13 | Fouls | 17 |
| 0 | Yellow cards | 2 |
| 0 | Red cards | 1 |
Pre-match form
What each side looked like walking in — computed only from games before this one.