← EFL Championship 2021-22 · Fri, Apr 1, 06:45 PM UTC · ref: J. Simpson
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 |
|---|
| Huddersfield win | 36% | 35% | 2.75 | fair |
| Hull win | 34% | 37% | 2.83 | value: +4% |
| Draw | 30% | 28% | 3.20 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Huddersfield +0 | 51% | 1.93 |
| Hull +0 | 49% | 1.97 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Best price |
|---|
| Under | 59% | 1.61 |
| Over | 41% | 2.43 |
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 | 0 |
| 6 | Shots | 23 |
| 1 | On target | 8 |
| 4 | Corners | 9 |
| 12 | Fouls | 9 |
| 2 | Yellow cards | 1 |
| 1 | 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