← Scottish Premiership 2022-23 · Sat, Sep 17, 02:00 PM UTC · ref: Kevin Clancy, Scotland
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 |
|---|
| Rangers win | 83% | 92% | 1.15 | value: +6% |
| Draw | 12% | 5% | 8.91 | fair |
| Dundee United win | 5% | 3% | 21.00 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Dundee United −2.25 | 51% | 1.92 |
| Rangers −2.25 | 49% | 1.98 |
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 | 67% | 69% | 1.44 | fair |
| Under | 33% | 31% | 2.95 | 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 |
| 17 | Shots | 10 |
| 6 | On target | 5 |
| 7 | Corners | 4 |
| 10 | Fouls | 8 |
| 3 | 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