← EFL League One 2021-22 · Sat, Jan 22, 03:00 PM UTC · ref: O. Langford
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 | 67% | 74% | 1.44 | value: +7% |
| Draw | 20% | 16% | 4.79 | fair |
| Cheltenham win | 13% | 10% | 7.57 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Cheltenham −1.25 | 51% | 1.89 |
| Rotherham −1.25 | 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 | 59% | 1.63 |
| Under | 41% | 2.34 |
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
| 1 | Half-time score | 0 |
| 10 | Shots | 5 |
| 2 | On target | 2 |
| 6 | Corners | 2 |
| 11 | Fouls | 20 |
| 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
| venue | AESSEAL New York Stadium |