← EFL League One 2023-24 · Mon, Jan 1, 03:00 PM UTC · ref: T. Kirk
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 |
|---|
| Port Vale win | 38% | 32% | 2.56 | fair |
| Carlisle win | 32% | 36% | 3.04 | value: +11% |
| Draw | 30% | 32% | 3.20 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Port Vale +0 | 54% | 1.79 |
| Carlisle +0 | 46% | 2.13 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Under | 56% | 1.70 |
| Over | 44% | 2.22 |
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 | 0 |
| 15 | Shots | 10 |
| 4 | On target | 4 |
| 6 | Corners | 1 |
| 10 | Fouls | 16 |
| 3 | Yellow cards | 2 |
| 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