← Scottish Premiership 2021-22 · Sun, Sep 26, 02:00 PM UTC · ref: K. Clancy
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 |
|---|
| Celtic win | 82% | 74% | 1.16 | fair |
| Draw | 13% | 8% | 8.45 | fair |
| Dundee United win | 5% | 18% | 22.00 | value: +302% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Celtic −2 | 54% | 1.76 |
| Dundee United −2 | 46% | 2.14 |
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 | 64% | 65% | 1.50 | fair |
| Under | 36% | 35% | 2.71 | 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 | 1 |
| 22 | Shots | 12 |
| 7 | On target | 4 |
| 9 | Corners | 2 |
| 12 | Fouls | 5 |
| 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