← Serie A 2022-23 · Thu, Sep 1, 06:45 PM UTC · ref: D. Ghersini
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% | 46% | 2.15 | fair |
| Draw | 29% | 30% | 3.43 | value: +3% |
| Salernitana win | 27% | 23% | 3.77 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Bologna FC 1909 −0.25 | 53% | 1.84 |
| Salernitana −0.25 | 47% | 2.10 |
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 | 50% | 50% | 1.95 | fair |
| Under | 50% | 50% | 1.97 | 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 | 0 |
| 11 | Shots | 20 |
| 4 | On target | 4 |
| 1 | Corners | 8 |
| 10 | Fouls | 11 |
| 2 | 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 | Stadio Renato Dall'Ara |