← Bundesliga 2023-24 · Sat, Sep 2, 04:30 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 |
|---|
| FC Bayern München win | 76% | 74% | 1.26 | fair |
| Draw | 14% | 13% | 7.20 | fair |
| Borussia Mönchengladbach win | 10% | 12% | 11.00 | value: +37% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Borussia Mönchengladbach +2 | 50% | 1.96 |
| FC Bayern München +2 | 50% | 1.97 |
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 | 76% | 73% | 1.25 | fair |
| Under | 24% | 27% | 4.00 | value: +8% |
across 1 bookmaker · 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 | 25 |
| 3 | On target | 9 |
| 1 | Corners | 15 |
| 5 | Fouls | 20 |
| 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