← EFL Championship 2022-23 · Sat, Aug 27, 02:00 PM UTC · ref: C. Kavanagh
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 |
|---|
| Millwall win | 54% | 53% | 1.81 | fair |
| Draw | 28% | 25% | 3.47 | fair |
| Reading win | 18% | 22% | 5.34 | value: +18% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Reading −0.75 | 53% | 1.87 |
| Millwall −0.75 | 47% | 2.08 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Under | 59% | 1.62 |
| Over | 41% | 2.40 |
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 | 1 |
| 13 | Shots | 5 |
| 1 | On target | 2 |
| 3 | Corners | 1 |
| 11 | Fouls | 13 |
| 0 | 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