← Serie A 2021-22 · Sun, Apr 24, 01:00 PM UTC · ref: L. Marinelli
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 |
|---|
| SSC Napoli win | 57% | 56% | 1.72 | fair |
| Draw | 23% | 25% | 4.22 | value: +4% |
| Empoli win | 20% | 19% | 5.25 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| SSC Napoli +0.75 | 51% | 1.90 |
| Empoli +0.75 | 49% | 2.02 |
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 | 64% | 58% | 1.52 | fair |
| Under | 36% | 42% | 2.67 | value: +11% |
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 |
| 17 | Shots | 16 |
| 7 | On target | 2 |
| 10 | Corners | 7 |
| 14 | Fouls | 9 |
| 4 | Yellow cards | 1 |
| 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 Carlo Castellani |