← EFL League One 2021-22 · Sat, Jan 15, 03:00 PM UTC · ref: A. Young
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 |
|---|
| Wigan win | 68% | 44% | 1.40 | fair |
| Draw | 21% | 25% | 4.80 | value: +18% |
| Doncaster win | 11% | 32% | 8.72 | value: +176% ⚠ |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Wigan +1.25 | 51% | 1.92 |
| Doncaster +1.25 | 49% | 1.97 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Over | 54% | 1.81 |
| Under | 46% | 2.07 |
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 |
| 7 | Shots | 13 |
| 2 | On target | 5 |
| 1 | Corners | 6 |
| 10 | Fouls | 9 |
| 3 | 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