← EFL Championship 2021-22 · Fri, Apr 15, 02:00 PM UTC · ref: T. Bramall
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 |
|---|
| Preston win | 39% | 38% | 2.43 | fair |
| Draw | 31% | 31% | 3.10 | fair |
| Millwall win | 29% | 31% | 3.39 | value: +4% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Millwall −0.25 | 52% | 1.87 |
| Preston −0.25 | 48% | 2.05 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Under | 62% | 1.56 |
| Over | 38% | 2.54 |
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 | 1 |
| 17 | Shots | 14 |
| 5 | On target | 7 |
| 10 | Corners | 6 |
| 10 | Fouls | 7 |
| 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