← Scottish Premiership 2021-22 · Sat, Sep 25, 02:00 PM UTC · ref: B. Madden
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 | 74% | 73% | 1.29 | fair |
| Draw | 18% | 19% | 5.82 | value: +13% |
| Dundee win | 8% | 7% | 12.00 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Rangers +1.5 | 51% | 1.89 |
| Dundee +1.5 | 49% | 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 |
|---|
| Over | 57% | 51% | 1.71 | fair |
| Under | 43% | 49% | 2.22 | value: +10% |
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 | 1 |
| 14 | Shots | 19 |
| 6 | On target | 3 |
| 5 | Corners | 9 |
| 9 | Fouls | 8 |
| 1 | Yellow cards | 3 |
| 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
| venue | Kilmac Stadium at Dens Park |