← Premier League 2022-23 · Wed, May 3, 07:00 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 | 73% | 75% | 1.32 | fair |
| Draw | 16% | 18% | 6.15 | value: +9% |
| Fulham win | 11% | 7% | 9.00 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Fulham −1.75 | 54% | 1.79 |
| Liverpool −1.75 | 46% | 2.15 |
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 | 66% | 68% | 1.44 | fair |
| Under | 34% | 32% | 2.91 | 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 | 0 |
| 15 | Shots | 9 |
| 3 | On target | 3 |
| 7 | Corners | 5 |
| 10 | Fouls | 8 |
| 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