← Scottish Premiership 2022-23 · Thu, Dec 15, 08:00 PM UTC · ref: Nick Walsh, 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 | 71% | 80% | 1.36 | value: +9% |
| Draw | 18% | 13% | 5.50 | fair |
| Hibernian win | 11% | 7% | 9.25 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Hibernian −1.5 | 52% | 1.86 |
| Rangers −1.5 | 48% | 2.05 |
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 | 59% | 66% | 1.63 | value: +8% |
| Under | 41% | 34% | 2.39 | 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 |
| 22 | Shots | 8 |
| 9 | On target | 5 |
| 8 | Corners | 4 |
| 10 | Fouls | 10 |
| 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