← Serie A 2022-23 · Sun, Jan 8, 11:30 AM UTC · ref: A. Colombo
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 |
|---|
| Torino FC win | 46% | 48% | 2.10 | fair |
| Draw | 29% | 30% | 3.37 | fair |
| Salernitana win | 25% | 22% | 4.04 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Salernitana +0.5 | 53% | 1.85 |
| Torino FC +0.5 | 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 |
|---|
| Under | 55% | 57% | 1.77 | fair |
| Over | 45% | 43% | 2.15 | 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 |
| 11 | Shots | 23 |
| 4 | On target | 8 |
| 6 | Corners | 7 |
| 10 | Fouls | 15 |
| 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