← EFL League Two 2023-24 · Sat, Feb 3, 03:00 PM UTC · ref: C. Brook
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 |
|---|
| Tranmere win | 42% | 44% | 2.30 | fair |
| Crewe win | 31% | 25% | 3.15 | fair |
| Draw | 26% | 31% | 3.60 | value: +11% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Crewe −0.25 | 51% | 1.90 |
| Tranmere −0.25 | 49% | 1.99 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Over | 53% | 57% | 1.84 | value: +5% |
| Under | 47% | 43% | 2.04 | 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 | 0 |
| 9 | Shots | 10 |
| 0 | On target | 1 |
| 7 | Corners | 6 |
| 9 | Fouls | 17 |
| 1 | Yellow cards | 4 |
| 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