← Ligue 1 2022-23 · Fri, Apr 21, 07:00 PM UTC · ref: E. Wattellier
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 | 84% | 85% | 1.15 | fair |
| Draw | 11% | 8% | 9.16 | fair |
| Angers SCO win | 5% | 6% | 21.00 | value: +33% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Paris Saint-Germain FC +2.25 | 51% | 1.94 |
| Angers SCO +2.25 | 49% | 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 |
|---|
| Over | 70% | 61% | 1.37 | fair |
| Under | 30% | 39% | 3.24 | value: +26% |
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 |
| 16 | Shots | 10 |
| 4 | On target | 4 |
| 5 | Corners | 8 |
| 6 | Fouls | 8 |
| 0 | 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