← Ligue 1 2022-23 · Fri, Mar 17, 08:00 PM UTC · ref: B. Millot
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 Lyonnais win | 59% | 53% | 1.65 | fair |
| Draw | 23% | 26% | 4.20 | value: +8% |
| Nantes win | 17% | 21% | 5.80 | value: +24% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Nantes −1 | 54% | 1.82 |
| Olympique Lyonnais −1 | 46% | 2.12 |
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 | 55% | 58% | 1.76 | fair |
| Under | 45% | 42% | 2.17 | 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
| 1 | Half-time score | 1 |
| 11 | Shots | 11 |
| 6 | On target | 5 |
| 5 | Corners | 2 |
| 13 | Fouls | 7 |
| 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