← Ligue 1 2023-24 · Sun, Jan 14, 02:00 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 | 49% | 53% | 1.94 | value: +4% |
| Draw | 27% | 23% | 3.62 | fair |
| Clermont win | 24% | 23% | 4.19 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Nantes −0.5 | 50% | 1.95 |
| Clermont −0.5 | 50% | 1.99 |
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 | 51% | 53% | 1.93 | fair |
| Over | 49% | 47% | 1.98 | 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
| 0 | Half-time score | 1 |
| 20 | Shots | 15 |
| 9 | On target | 6 |
| 11 | Corners | 5 |
| 10 | Fouls | 5 |
| 1 | Yellow cards | 1 |
| 1 | Red cards | 0 |
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 |