← Serie A 2021-22 · Mon, Sep 13, 06:45 PM UTC · ref: I. Pezzuto
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 |
|---|
| Bologna FC 1909 win | 44% | 45% | 2.26 | fair |
| Hellas Verona FC win | 29% | 37% | 3.32 | value: +21% |
| Draw | 27% | 19% | 3.60 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Bologna FC 1909 −0.25 | 50% | 1.97 |
| Hellas Verona FC −0.25 | 50% | 1.97 |
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% | 52% | 1.74 | fair |
| Under | 45% | 48% | 2.20 | value: +5% |
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 | 0 |
| 13 | Shots | 5 |
| 4 | On target | 1 |
| 6 | Corners | 2 |
| 14 | Fouls | 21 |
| 1 | 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 Renato Dall'Ara |