← EFL League Two 2025-26 · Sat, Nov 22, 12:30 PM UTC · ref: Aaron Bannister,
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 |
|---|
| Walsall win | 54% | 59% | 1.71 | fair |
| Draw | 26% | 22% | 3.60 | fair |
| Harrogate win | 20% | 19% | 4.75 | fair |
across 1 bookmaker · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Harrogate +0.75 | 52% | 1.85 |
| Walsall +0.75 | 48% | 2.00 |
across 1 bookmaker · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Under | 53% | 48% | 1.83 | fair |
| Over | 47% | 52% | 2.03 | value: +5% |
across 1 bookmaker · 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 |
| 7 | Shots | 18 |
| 0 | On target | 6 |
| 2 | Corners | 7 |
| 16 | Fouls | 14 |
| 1 | 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