← Bundesliga 2022-23 · Sat, Aug 6, 04:30 PM UTC · ref: F. Brych
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 |
|---|
| Borussia Dortmund win | 47% | 44% | 2.10 | fair |
| Bayer 04 Leverkusen win | 29% | 29% | 3.35 | fair |
| Draw | 24% | 27% | 4.10 | value: +11% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Bayer 04 Leverkusen −0.5 | 53% | 1.85 |
| Borussia Dortmund −0.5 | 47% | 2.11 |
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 | 66% | 61% | 1.45 | fair |
| Under | 34% | 39% | 2.95 | value: +15% |
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 |
| 13 | Shots | 8 |
| 4 | On target | 3 |
| 3 | Corners | 3 |
| 14 | Fouls | 13 |
| 2 | Yellow cards | 4 |
| 0 | Red cards | 1 |
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