← Serie A 2023-24 · Sun, May 12, 10:30 AM UTC · ref: G. Aureliano
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 |
|---|
| SS Lazio win | 58% | 62% | 1.67 | value: +3% |
| Draw | 25% | 21% | 3.90 | fair |
| Empoli win | 17% | 17% | 5.72 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| SS Lazio −0.75 | 52% | 1.88 |
| Empoli −0.75 | 48% | 2.06 |
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 | 52% | 55% | 1.89 | value: +3% |
| Over | 48% | 45% | 2.06 | 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
| 1 | Half-time score | 0 |
| 11 | Shots | 16 |
| 5 | On target | 3 |
| 7 | Corners | 7 |
| 18 | Fouls | 15 |
| 3 | Yellow cards | 1 |
| 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