← Serie A 2022-23 · Wed, Jan 4, 11:30 AM UTC · ref: F. Maresca
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% | 57% | 1.75 | fair |
| Draw | 25% | 23% | 3.95 | fair |
| Sampdoria win | 19% | 21% | 5.05 | value: +4% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Sampdoria −0.75 | 50% | 1.96 |
| US Sassuolo Calcio −0.75 | 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 | 51% | 53% | 1.92 | fair |
| Under | 49% | 47% | 2.00 | 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 | 2 |
| 16 | Shots | 9 |
| 4 | On target | 4 |
| 9 | Corners | 1 |
| 16 | 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 | MAPEI Stadium - Città del Tricolore |