← EFL League One 2021-22 · Sat, Apr 30, 11:30 AM UTC · ref: T. Reeves
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 |
|---|
| Cheltenham win | 47% | 35% | 2.05 | fair |
| Cambridge win | 27% | 42% | 3.64 | value: +52% |
| Draw | 26% | 24% | 3.75 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Cambridge +0.5 | 52% | 1.86 |
| Cheltenham +0.5 | 48% | 2.03 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Over | 58% | 1.65 |
| Under | 42% | 2.31 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
The match in numberswhat happened + what each side looked like walking in
Match stats
| 1 | Half-time score | 1 |
| 18 | Shots | 15 |
| 7 | On target | 3 |
| 10 | Corners | 6 |
| 9 | Fouls | 13 |
| 2 | Yellow cards | 3 |
| 0 | Red cards | 1 |
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