← Serie A 2011-12 · Wed, May 2, 02:00 PM UTC
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 |
|---|
| AC Milan win | 75% | 73% | 1.29 | fair |
| Draw | 16% | 18% | 6.00 | value: +7% |
| Atalanta BC win | 9% | 9% | 12.00 | value: +11% |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
The match in numberswhat happened + what each side looked like walking in
Match stats
| 1 | Half-time score | 0 |
| 22 | Shots | 9 |
| 9 | On target | 2 |
| 4 | Corners | 2 |
| 12 | Fouls | 5 |
| 0 | Yellow cards | 0 |
| 0 | Red cards | 0 |
Pre-match form
What each side looked like walking in — computed only from games before this one.