← Ligue 1 2021-22 · Sun, Aug 8, 01:00 PM UTC · ref: F. Batta
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 |
|---|
| Bordeaux win | 37% | 39% | 2.69 | value: +6% |
| Clermont win | 33% | 31% | 2.95 | fair |
| Draw | 30% | 30% | 3.30 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Bordeaux +0 | 52% | 1.88 |
| Clermont +0 | 48% | 2.06 |
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 | 57% | 54% | 1.70 | fair |
| Over | 43% | 46% | 2.26 | value: +4% |
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 |
| 10 | Shots | 19 |
| 6 | On target | 10 |
| 5 | Corners | 10 |
| 13 | Fouls | 9 |
| 1 | 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
| venue | Stade Matmut-Atlantique |