← Bundesliga 2021-22 · Sun, Apr 17, 01:30 PM UTC · ref: M. Jöllenbeck
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 | 83% | 83% | 1.18 | fair |
| Draw | 11% | 9% | 9.00 | fair |
| Bielefeld win | 6% | 7% | 17.00 | value: +21% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| FC Bayern München +2.25 | 54% | 1.79 |
| Bielefeld +2.25 | 46% | 2.13 |
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 | 73% | 66% | 1.34 | fair |
| Under | 27% | 34% | 3.75 | value: +29% |
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 | 2 |
| 8 | Shots | 24 |
| 3 | On target | 9 |
| 5 | Corners | 4 |
| 11 | Fouls | 11 |
| 1 | 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