← EFL League One 2021-22 · Sat, Jan 29, 03:00 PM UTC · ref: B. Speedie
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 |
|---|
| Rotherham win | 65% | 63% | 1.48 | fair |
| Draw | 22% | 22% | 4.49 | fair |
| Crewe win | 13% | 15% | 7.50 | value: +14% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Crewe +1.25 | 53% | 1.85 |
| Rotherham +1.25 | 47% | 2.05 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Over | 54% | 1.78 |
| Under | 46% | 2.10 |
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 |
| 6 | Shots | 15 |
| 2 | On target | 1 |
| 0 | Corners | 6 |
| 12 | Fouls | 11 |
| 2 | Yellow cards | 2 |
| 1 | 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