← Scottish Premiership 2022-23 · Sat, Mar 18, 03:00 PM UTC · ref: William Collum, 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 |
|---|
| Livingston win | 45% | 43% | 2.15 | fair |
| Draw | 30% | 32% | 3.27 | value: +4% |
| Ross County win | 25% | 26% | 3.94 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Livingston −0.25 | 54% | 1.81 |
| Ross County −0.25 | 46% | 2.11 |
across 2 bookmakers · probabilities de-vigged (bookmaker margin removed)
Will there be 3 or more goals?
| Outcome | Market says | Model says | Best price | Verdict |
|---|
| Under | 59% | 58% | 1.65 | fair |
| Over | 41% | 42% | 2.33 | 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
| 2 | Half-time score | 0 |
| 13 | Shots | 11 |
| 7 | On target | 1 |
| 8 | Corners | 6 |
| 8 | Fouls | 17 |
| 3 | Yellow cards | 1 |
| 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