← Serie A 2022-23 · Tue, Feb 28, 05:30 PM UTC · ref: M. Piccinini
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 |
|---|
| AS Roma win | 54% | 63% | 1.79 | value: +14% |
| Draw | 28% | 20% | 3.49 | fair |
| Cremonese win | 17% | 17% | 5.56 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Cremonese +0.75 | 52% | 1.88 |
| AS Roma +0.75 | 48% | 2.05 |
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 | 59% | 54% | 1.65 | fair |
| Over | 41% | 46% | 2.38 | value: +10% |
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 |
| 6 | Shots | 10 |
| 2 | On target | 3 |
| 3 | Corners | 3 |
| 17 | Fouls | 11 |
| 3 | 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 Giovanni Zini |