← Ligue 1 2022-23 · Sun, May 21, 01:00 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 |
|---|
| OGC Nice win | 47% | 53% | 2.05 | value: +9% |
| Toulouse FC win | 28% | 25% | 3.49 | fair |
| Draw | 25% | 22% | 4.02 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Toulouse FC −0.5 | 52% | 1.88 |
| OGC Nice −0.5 | 48% | 2.05 |
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 | 61% | 55% | 1.58 | fair |
| Under | 39% | 45% | 2.52 | value: +15% |
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 | 0 |
| 21 | Shots | 7 |
| 7 | On target | 4 |
| 6 | Corners | 3 |
| 6 | Fouls | 15 |
| 2 | 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