← Ligue 1 2021-22 · Fri, Jan 7, 08:00 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 |
|---|
| Olympique de Marseille win | 57% | 61% | 1.70 | value: +4% |
| Draw | 23% | 23% | 4.40 | fair |
| Bordeaux win | 20% | 16% | 5.24 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Olympique de Marseille +0.75 | 52% | 1.87 |
| Bordeaux +0.75 | 48% | 2.07 |
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 | 59% | 61% | 1.63 | fair |
| Under | 41% | 39% | 2.41 | 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 | 1 |
| 6 | Shots | 18 |
| 2 | On target | 6 |
| 3 | Corners | 9 |
| 13 | Fouls | 7 |
| 1 | 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
| venue | Stade Matmut-Atlantique |