← Ligue 1 2021-22 · Fri, Feb 4, 08:00 PM UTC · ref: J. Stinat
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 |
|---|
| Olympique de Marseille win | 64% | 66% | 1.53 | fair |
| Draw | 23% | 22% | 4.33 | fair |
| Angers SCO win | 13% | 12% | 8.20 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Olympique de Marseille −1 | 53% | 1.84 |
| Angers SCO −1 | 47% | 2.09 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Under | 50% | 52% | 1.94 | fair |
| Over | 50% | 48% | 1.98 | fair |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
The match in numberswhat happened + what each side looked like walking in
Match stats
| 2 | Half-time score | 2 |
| 18 | Shots | 4 |
| 8 | On target | 2 |
| 6 | Corners | 2 |
| 13 | Fouls | 13 |
| 0 | Yellow cards | 3 |
| 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 Orange Vélodrome |