← Serie A 2021-22 · Sun, Oct 31, 02:00 PM UTC · ref: L. Massimi
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 |
|---|
| US Sassuolo Calcio win | 56% | 55% | 1.75 | fair |
| Draw | 23% | 21% | 4.32 | fair |
| Empoli win | 21% | 24% | 4.75 | value: +14% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| US Sassuolo Calcio −0.75 | 51% | 1.94 |
| Empoli −0.75 | 49% | 1.99 |
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 | 67% | 58% | 1.45 | fair |
| Under | 33% | 42% | 3.00 | value: +25% |
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
| 1 | Half-time score | 0 |
| 15 | Shots | 14 |
| 5 | On target | 6 |
| 4 | Corners | 6 |
| 16 | Fouls | 12 |
| 4 | Yellow cards | 2 |
| 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 | MAPEI Stadium - Città del Tricolore |