← Scottish Premiership 2022-23 · Sat, Feb 18, 03:00 PM UTC · ref: David Dickinson, 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 | 70% | 70% | 1.36 | fair |
| Draw | 19% | 23% | 5.23 | value: +21% |
| Livingston win | 11% | 7% | 9.78 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Livingston +1.5 | 53% | 1.85 |
| Rangers +1.5 | 47% | 2.06 |
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 | 55% | 60% | 1.74 | value: +5% |
| Under | 45% | 40% | 2.18 | 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
| 0 | Half-time score | 1 |
| 6 | Shots | 13 |
| 1 | On target | 8 |
| 2 | Corners | 9 |
| 15 | Fouls | 8 |
| 2 | Yellow cards | 1 |
| 1 | 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