← EFL League Two 2022-23 · Sat, Jan 14, 03:00 PM UTC · ref: L. Doughty
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 |
|---|
| Leyton Orient win | 45% | 46% | 2.16 | fair |
| Draw | 30% | 33% | 3.20 | value: +7% |
| Barrow win | 25% | 21% | 3.96 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Leyton Orient −0.25 | 53% | 1.83 |
| Barrow −0.25 | 47% | 2.08 |
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 | 63% | 59% | 1.53 | fair |
| Over | 37% | 41% | 2.58 | value: +6% |
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 |
| 13 | Shots | 11 |
| 4 | On target | 2 |
| 3 | Corners | 7 |
| 11 | Fouls | 8 |
| 1 | Yellow cards | 2 |
| 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