← Ligue 1 2022-23 · Sat, Sep 10, 03:00 PM UTC · ref: J. Pignard
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 |
|---|
| Paris Saint-Germain FC win | 88% | 88% | 1.09 | fair |
| Draw | 8% | 7% | 13.27 | fair |
| Stade Brestois 29 win | 4% | 4% | 29.00 | value: +18% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Paris Saint-Germain FC −2.75 | 54% | 1.81 |
| Stade Brestois 29 −2.75 | 46% | 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 | 81% | 81% | 1.16 | fair |
| Under | 19% | 19% | 5.00 | fair |
across 1 bookmaker · 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 |
| 13 | Shots | 6 |
| 4 | On target | 3 |
| 3 | Corners | 5 |
| 13 | Fouls | 16 |
| 4 | Yellow cards | 2 |
| 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