← Serie A 2011-12 · Sat, Apr 21, 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 |
|---|
| Parma Calcio 1913 win | 42% | 48% | 2.25 | value: +9% |
| Draw | 35% | 32% | 2.70 | fair |
| Cagliari Calcio win | 23% | 20% | 4.33 | fair |
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 |
| 12 | Shots | 9 |
| 4 | On target | 2 |
| 1 | Corners | 8 |
| 17 | Fouls | 16 |
| 3 | Yellow cards | 2 |
| 0 | Red cards | 0 |
Pre-match form
What each side looked like walking in — computed only from games before this one.