← Bundesliga 2021-22 · Sat, Apr 23, 04:30 PM UTC · ref: D. Siebert
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 | 72% | 68% | 1.33 | fair |
| Draw | 15% | 16% | 6.50 | value: +7% |
| Borussia Dortmund win | 12% | 16% | 8.25 | value: +31% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Borussia Dortmund −1.75 | 50% | 1.95 |
| FC Bayern München −1.75 | 50% | 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 | 74% | 66% | 1.34 | fair |
| Under | 26% | 34% | 4.33 | value: +47% |
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
| 2 | Half-time score | 0 |
| 13 | Shots | 7 |
| 6 | On target | 3 |
| 3 | Corners | 1 |
| 9 | Fouls | 11 |
| 0 | Yellow cards | 1 |
| 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