← Scottish Premiership 2023-24 · Sun, Aug 13, 11:00 AM 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 | 74% | 77% | 1.28 | fair |
| Draw | 16% | 12% | 6.50 | fair |
| Aberdeen win | 10% | 11% | 10.56 | value: +18% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Aberdeen +1.75 | 52% | 1.89 |
| Celtic +1.75 | 48% | 2.00 |
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 | 66% | 65% | 1.45 | fair |
| Under | 34% | 35% | 2.84 | 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 | 2 |
| 11 | Shots | 15 |
| 2 | On target | 10 |
| 9 | Corners | 9 |
| 12 | Fouls | 11 |
| 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