← Premier League 2025-26 · Wed, Dec 3, 08:15 PM UTC · ref: S. Attwell
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 |
|---|
| Liverpool win | 70% | 74% | 1.36 | fair |
| Draw | 17% | 17% | 5.50 | fair |
| Sunderland win | 12% | 10% | 8.52 | fair |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Sunderland −1.5 | 53% | 1.85 |
| Liverpool −1.5 | 47% | 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 | 59% | 60% | 1.65 | fair |
| Under | 41% | 40% | 2.32 | 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 |
| 23 | Shots | 9 |
| 4 | On target | 6 |
| 7 | Corners | 3 |
| 10 | Fouls | 5 |
| 1 | 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