← Ligue 1 2024-25 · Sat, Mar 1, 04:00 PM UTC · ref: J. Brisard
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 |
|---|
| OGC Nice win | 58% | 59% | 1.68 | fair |
| Draw | 23% | 23% | 4.15 | fair |
| AS Saint-Étienne win | 19% | 19% | 5.18 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| OGC Nice +0.75 | 53% | 1.86 |
| AS Saint-Étienne +0.75 | 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 | 58% | 53% | 1.67 | fair |
| Under | 42% | 47% | 2.31 | value: +8% |
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 | 1 |
| 12 | Shots | 16 |
| 3 | On target | 9 |
| 3 | Corners | 4 |
| 10 | Fouls | 11 |
| 2 | Yellow cards | 1 |
| 0 | 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 Geoffroy-Guichard |