← Ligue 1 2022-23 · Fri, Oct 21, 07:00 PM UTC · ref: J. Hamel
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 | 75% | 76% | 1.31 | fair |
| Draw | 16% | 17% | 6.00 | fair |
| Ajaccio win | 8% | 8% | 12.00 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Ajaccio +1.75 | 55% | 1.76 |
| Paris Saint-Germain FC +1.75 | 45% | 2.19 |
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 | 57% | 48% | 1.71 | fair |
| Under | 43% | 52% | 2.26 | value: +17% |
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 | 1 |
| 8 | Shots | 11 |
| 1 | On target | 6 |
| 3 | Corners | 8 |
| 13 | Fouls | 13 |
| 0 | 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