← Ligue 1 2021-22 · Sat, Oct 23, 03:00 PM UTC · ref: R. Lissorgue
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 |
|---|
| Nantes win | 43% | 38% | 2.27 | fair |
| Clermont win | 29% | 28% | 3.45 | fair |
| Draw | 28% | 34% | 3.50 | value: +18% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Nantes −0.25 | 50% | 1.95 |
| Clermont −0.25 | 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 |
|---|
| Under | 55% | 54% | 1.75 | fair |
| Over | 45% | 46% | 2.19 | fair |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Timeline
from ESPN event data · goals, cards and shootout kicks
The match in numberswhat happened + what each side looked like walking in
Match stats
| 1 | Half-time score | 0 |
| 8 | Shots | 4 |
| 4 | On target | 1 |
| 1 | Corners | 3 |
| 15 | Fouls | 11 |
| 1 | Yellow cards | 0 |
| 1 | Red cards | 1 |
Pre-match form
What each side looked like walking in — computed only from games before this one.
Everything else we hold on this match · 1 more recorded fact — tap to expand
| venue | Stade de la Beaujoire - Louis Fonteneau |