← Premier League 2021-22 · Sun, Apr 10, 03:30 PM UTC · ref: A. Taylor
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 |
|---|
| Man City win | 49% | 40% | 1.98 | fair |
| Draw | 26% | 24% | 3.82 | fair |
| Liverpool win | 25% | 35% | 3.90 | value: +38% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Liverpool −0.5 | 51% | 1.95 |
| Man City −0.5 | 49% | 1.99 |
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 | 53% | 52% | 1.81 | fair |
| Under | 47% | 48% | 2.11 | 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
| 2 | Half-time score | 1 |
| 11 | Shots | 6 |
| 5 | On target | 4 |
| 4 | Corners | 1 |
| 9 | Fouls | 11 |
| 1 | Yellow cards | 4 |
| 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