← Scottish Premiership 2021-22 · Sun, Feb 6, 04:00 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 |
|---|
| Rangers win | 67% | 74% | 1.42 | value: +5% |
| Draw | 20% | 15% | 5.00 | fair |
| Hearts win | 13% | 11% | 8.22 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Hearts −1.25 | 50% | 1.93 |
| Rangers −1.25 | 50% | 1.97 |
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 | 57% | 58% | 1.72 | fair |
| Under | 43% | 42% | 2.21 | 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 | 0 |
| 22 | Shots | 9 |
| 11 | On target | 3 |
| 4 | Corners | 3 |
| 12 | Fouls | 12 |
| 2 | 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