← Serie A 2021-22 · Sun, Oct 24, 10:30 AM UTC · ref: L. Marinelli
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 | 69% | 77% | 1.41 | value: +9% |
| Draw | 19% | 15% | 5.25 | fair |
| Udinese Calcio win | 12% | 8% | 8.50 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Atalanta BC −1.25 | 52% | 1.90 |
| Udinese Calcio −1.25 | 48% | 2.04 |
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 | 62% | 61% | 1.55 | fair |
| Under | 38% | 39% | 2.61 | 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 | 0 |
| 8 | Shots | 9 |
| 3 | On target | 3 |
| 6 | Corners | 3 |
| 15 | Fouls | 15 |
| 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