← EFL League One 2021-22 · Sat, Nov 20, 03:00 PM UTC · ref: A. Davies
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 | 68% | 68% | 1.41 | fair |
| Draw | 20% | 18% | 4.83 | fair |
| Cambridge win | 12% | 14% | 8.24 | value: +13% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Rotherham −1.25 | 51% | 1.93 |
| Cambridge −1.25 | 49% | 1.96 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Over | 55% | 1.75 |
| Under | 45% | 2.14 |
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
| 2 | Half-time score | 0 |
| 22 | Shots | 10 |
| 11 | On target | 3 |
| 7 | Corners | 2 |
| 9 | Fouls | 8 |
| 2 | Yellow cards | 0 |
| 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 |