← EFL League Two 2024-25 · Sat, Jan 25, 03:00 PM UTC · ref: A. Humphries
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 |
|---|
| Chesterfield win | 42% | 45% | 2.25 | fair |
| Port Vale win | 30% | 32% | 3.27 | value: +5% |
| Draw | 28% | 23% | 3.40 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Port Vale −0.25 | 50% | 1.93 |
| Chesterfield −0.25 | 50% | 1.93 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Under | 52% | 57% | 1.85 | value: +5% |
| Over | 48% | 43% | 2.03 | 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
| 0 | Half-time score | 1 |
| 17 | Shots | 6 |
| 5 | On target | 3 |
| 7 | Corners | 3 |
| 10 | Fouls | 10 |
| 1 | Yellow cards | 3 |
| 0 | Red cards | 1 |
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