← Scottish Premiership 2021-22 · Wed, May 11, 06:45 PM UTC · ref: D. Munro
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 | 36% | 32% | 2.65 | fair |
| Draw | 35% | 23% | 2.80 | fair |
| Aberdeen win | 29% | 44% | 3.54 | value: +57% ⚠ |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| St Johnstone +0 | 57% | 1.69 |
| Aberdeen +0 | 43% | 2.27 |
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 | 70% | 66% | 1.39 | fair |
| Over | 30% | 34% | 3.20 | value: +8% |
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 |
| 9 | Shots | 9 |
| 2 | On target | 2 |
| 6 | Corners | 3 |
| 17 | Fouls | 15 |
| 5 | 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