← Serie A 2021-22 · Mon, May 2, 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 |
|---|
| Atalanta BC win | 74% | 83% | 1.30 | value: +8% |
| Draw | 16% | 11% | 6.27 | fair |
| Salernitana win | 10% | 5% | 9.92 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Salernitana −1.75 | 51% | 1.92 |
| Atalanta BC −1.75 | 49% | 2.00 |
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 | 67% | 60% | 1.44 | fair |
| Under | 33% | 40% | 2.98 | value: +20% |
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 |
| 20 | Shots | 11 |
| 5 | On target | 9 |
| 11 | Corners | 4 |
| 13 | Fouls | 9 |
| 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