← EFL Championship 2022-23 · Sat, Oct 1, 02:00 PM UTC · ref: J. Simpson
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 |
|---|
| Bristol City win | 43% | 41% | 2.25 | fair |
| QPR win | 29% | 35% | 3.30 | value: +16% |
| Draw | 28% | 24% | 3.46 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| QPR −0.25 | 50% | 1.95 |
| Bristol City −0.25 | 50% | 1.95 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Over | 53% | 1.85 |
| Under | 47% | 2.06 |
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 | 2 |
| 12 | Shots | 15 |
| 2 | On target | 6 |
| 8 | Corners | 2 |
| 13 | Fouls | 13 |
| 3 | 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