← Serie A 2022-23 · Mon, Apr 17, 06:45 PM UTC · ref: M. Guida
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 |
|---|
| ACF Fiorentina win | 41% | 36% | 2.38 | fair |
| Atalanta BC win | 31% | 38% | 3.22 | value: +24% |
| Draw | 28% | 26% | 3.59 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Atalanta BC −0.25 | 52% | 1.93 |
| ACF Fiorentina −0.25 | 48% | 2.08 |
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 | 53% | 58% | 1.86 | value: +8% |
| Under | 47% | 42% | 2.08 | 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 |
| 18 | Shots | 6 |
| 7 | On target | 1 |
| 5 | Corners | 1 |
| 8 | Fouls | 20 |
| 1 | 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 | Stadio Artemio Franchi |