← Serie A 2016-17 · Sat, Apr 22, 02:00 PM UTC · ref: Carmine Russo, Italy
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 |
|---|
| Atalanta BC win | 71% | 68% | 1.38 | fair |
| Draw | 19% | 18% | 5.29 | fair |
| Bologna FC 1909 win | 10% | 14% | 9.60 | value: +35% |
across 1 bookmaker · 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
| 2 | Half-time score | 1 |
| 5 | Shots | 11 |
| 3 | On target | 6 |
| 3 | Corners | 3 |
| 17 | Fouls | 19 |
| 2 | Yellow cards | 3 |
| 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 | Stadio Atleti Azzurri d'Italia |