← EFL Championship 2023-24 · Wed, Oct 25, 06:45 PM UTC · ref: J. Smith
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 |
|---|
| Ipswich win | 50% | 50% | 1.91 | fair |
| Draw | 26% | 22% | 3.87 | fair |
| Bristol City win | 24% | 28% | 4.03 | value: +11% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Ipswich +0.5 | 51% | 1.91 |
| Bristol 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 | Best price |
|---|
| Over | 54% | 1.79 |
| Under | 46% | 2.11 |
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 |
| 11 | Shots | 19 |
| 4 | On target | 6 |
| 5 | Corners | 2 |
| 11 | Fouls | 15 |
| 0 | 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