← Serie A 2023-24 · Fri, Sep 22, 04:30 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 |
|---|
| Salernitana win | 39% | 38% | 2.45 | fair |
| Frosinone Calcio win | 31% | 32% | 3.17 | fair |
| Draw | 29% | 30% | 3.36 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Frosinone Calcio −0.25 | 53% | 1.85 |
| Salernitana −0.25 | 47% | 2.09 |
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% | 58% | 1.78 | fair |
| Over | 45% | 42% | 2.12 | 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 |
| 19 | Shots | 9 |
| 6 | On target | 3 |
| 8 | Corners | 6 |
| 12 | Fouls | 12 |
| 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