← Bundesliga 2023-24 · Wed, Dec 20, 05:30 PM UTC · ref: D. Aytekin
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 |
|---|
| 1. FC Union Berlin win | 54% | 49% | 1.80 | fair |
| Draw | 25% | 28% | 3.83 | value: +7% |
| 1. FC Köln win | 21% | 23% | 4.80 | value: +12% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| 1. FC Köln −0.75 | 52% | 1.91 |
| 1. FC Union Berlin −0.75 | 48% | 2.05 |
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 | 51% | 42% | 1.91 | fair |
| Under | 49% | 58% | 2.00 | value: +16% |
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 |
| 12 | Shots | 15 |
| 8 | On target | 7 |
| 4 | Corners | 5 |
| 10 | Fouls | 7 |
| 0 | Yellow cards | 0 |
| 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
| venue | Stadion An der Alten Försterei |