← EFL League Two 2021-22 · Sat, Oct 30, 01:00 PM UTC · ref: O. Yates
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 |
|---|
| Northampton win | 45% | 53% | 2.21 | value: +16% |
| Draw | 29% | 29% | 3.25 | fair |
| Carlisle win | 26% | 18% | 3.79 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Northampton −0.25 | 52% | 1.88 |
| Carlisle −0.25 | 48% | 2.02 |
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% | 55% | 1.65 | fair |
| Over | 42% | 45% | 2.32 | value: +4% |
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 | 0 |
| 8 | Shots | 9 |
| 4 | On target | 0 |
| 1 | Corners | 2 |
| 5 | Fouls | 9 |
| 0 | Yellow cards | 2 |
| 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