← Bundesliga 2021-22 · Sat, Feb 5, 02:30 PM UTC · ref: H. Osmers
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 | 37% | 29% | 2.71 | fair |
| FC Augsburg win | 34% | 37% | 2.88 | value: +8% |
| Draw | 29% | 34% | 3.28 | value: +10% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| 1. FC Union Berlin +0 | 52% | 1.90 |
| FC Augsburg +0 | 48% | 2.02 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Under | 53% | 55% | 1.81 | fair |
| Over | 47% | 45% | 2.10 | fair |
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
| 1 | Half-time score | 0 |
| 14 | Shots | 14 |
| 9 | On target | 4 |
| 4 | Corners | 6 |
| 8 | Fouls | 16 |
| 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