← Bundesliga 2022-23 · Sun, Aug 21, 03:30 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 | 80% | 74% | 1.20 | fair |
| Draw | 13% | 18% | 8.00 | value: +45% |
| Bochum win | 7% | 8% | 13.50 | value: +13% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Bochum +2.25 | 52% | 1.88 |
| FC Bayern München +2.25 | 48% | 2.03 |
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% | 81% | 1.25 | fair |
| Under | 24% | 19% | 4.00 | fair |
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
| 0 | Half-time score | 4 |
| 13 | Shots | 22 |
| 7 | On target | 12 |
| 5 | Corners | 5 |
| 10 | Fouls | 6 |
| 1 | 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