← Ligue 1 2022-23 · Sun, May 21, 06:45 PM UTC · ref: B. Bastien
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 | 72% | 63% | 1.34 | fair |
| Draw | 17% | 19% | 5.80 | value: +11% |
| AJ Auxerre win | 11% | 17% | 9.14 | value: +60% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Paris Saint-Germain FC +1.5 | 51% | 1.94 |
| AJ Auxerre +1.5 | 49% | 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 |
|---|
| Over | 62% | 62% | 1.56 | fair |
| Under | 38% | 38% | 2.57 | 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 | 2 |
| 14 | Shots | 15 |
| 7 | On target | 4 |
| 4 | Corners | 6 |
| 11 | Fouls | 6 |
| 1 | Yellow cards | 0 |
| 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 de l'Abbé Deschamps |