← Premier League 2021-22 · Tue, May 10, 07:00 PM UTC · ref: J. Moss
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 | 64% | 68% | 1.54 | value: +4% |
| Draw | 21% | 16% | 4.50 | fair |
| Aston Villa win | 15% | 16% | 7.00 | value: +13% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Liverpool +1 | 52% | 1.91 |
| Aston Villa +1 | 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 | 57% | 60% | 1.71 | value: +3% |
| Under | 43% | 40% | 2.26 | 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 | 1 |
| 9 | Shots | 17 |
| 4 | On target | 6 |
| 2 | Corners | 3 |
| 10 | Fouls | 12 |
| 0 | Yellow cards | 0 |
| 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