← EFL League Two 2021-22 · Sat, Aug 14, 02:00 PM UTC · ref: S. Mather
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 |
|---|
| Forest Green win | 35% | 32% | 2.76 | fair |
| Walsall win | 35% | 26% | 2.80 | fair |
| Draw | 30% | 42% | 3.20 | value: +35% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Forest Green +0 | 51% | 1.93 |
| Walsall +0 | 49% | 2.00 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Under | 58% | 59% | 1.65 | fair |
| Over | 42% | 41% | 2.32 | fair |
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 | 3 |
| 8 | Shots | 20 |
| 4 | On target | 7 |
| 5 | Corners | 9 |
| 12 | Fouls | 10 |
| 1 | Yellow cards | 3 |
| 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