← Ligue 1 2021-22 · Sat, Feb 5, 04:00 PM UTC · ref: T. Léonard
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 |
|---|
| AS Saint-Étienne win | 40% | 40% | 2.47 | fair |
| Montpellier win | 31% | 28% | 3.20 | fair |
| Draw | 29% | 32% | 3.30 | value: +5% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Montpellier −0.25 | 53% | 1.85 |
| AS Saint-Étienne −0.25 | 47% | 2.10 |
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 | 55% | 57% | 1.75 | fair |
| Over | 45% | 43% | 2.18 | 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 |
| 27 | Shots | 3 |
| 8 | On target | 2 |
| 11 | Corners | 0 |
| 11 | Fouls | 4 |
| 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 Geoffroy-Guichard |