← Serie A 2021-22 · Sun, Jan 9, 11:30 AM UTC · ref: M. Irrati
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 | 60% | 63% | 1.63 | fair |
| Draw | 23% | 22% | 4.20 | fair |
| Venezia FC win | 17% | 15% | 5.80 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Venezia FC +1 | 54% | 1.85 |
| AC Milan +1 | 46% | 2.16 |
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 | 57% | 54% | 1.71 | fair |
| Under | 43% | 46% | 2.25 | 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
| 0 | Half-time score | 1 |
| 9 | Shots | 18 |
| 3 | On target | 8 |
| 1 | Corners | 7 |
| 11 | Fouls | 11 |
| 1 | Yellow cards | 3 |
| 1 | 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 Pierluigi Penzo |