← EFL League One 2021-22 · Sat, Apr 30, 11:30 AM UTC · ref: T. Kettle
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 |
|---|
| Oxford win | 69% | 66% | 1.38 | fair |
| Draw | 17% | 19% | 6.04 | value: +15% |
| Doncaster win | 14% | 15% | 7.00 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Oxford −1.5 | 50% | 1.96 |
| Doncaster −1.5 | 50% | 1.95 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Over | 71% | 1.36 |
| Under | 29% | 3.40 |
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 |
| 14 | Shots | 6 |
| 6 | On target | 2 |
| 5 | Corners | 7 |
| 12 | Fouls | 15 |
| 0 | Yellow cards | 1 |
| 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