← Scottish Premiership 2022-23 · Sat, Feb 4, 03:00 PM UTC · ref: Euan Anderson, 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 | 85% | 86% | 1.13 | fair |
| Draw | 10% | 10% | 9.95 | value: +4% |
| Ross County win | 4% | 3% | 26.00 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Rangers −2.25 | 53% | 1.85 |
| Ross County −2.25 | 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 | 66% | 62% | 1.44 | fair |
| Under | 34% | 38% | 2.89 | 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
| 1 | Half-time score | 0 |
| 26 | Shots | 10 |
| 7 | On target | 3 |
| 4 | Corners | 6 |
| 8 | Fouls | 9 |
| 4 | 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