← Scottish Premiership 2021-22 · Wed, Dec 22, 07:45 PM UTC · ref: W. Collum
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 |
|---|
| St Johnstone win | 38% | 41% | 2.56 | value: +5% |
| Draw | 31% | 32% | 3.10 | fair |
| Ross County win | 31% | 26% | 3.28 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Ross County −0.25 | 54% | 1.79 |
| St Johnstone −0.25 | 46% | 2.15 |
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 | 64% | 63% | 1.51 | fair |
| Over | 36% | 37% | 2.70 | 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 | 1 |
| 9 | Shots | 20 |
| 3 | On target | 4 |
| 4 | Corners | 6 |
| 10 | Fouls | 12 |
| 3 | 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