← Scottish Premiership 2022-23 · Sun, Apr 23, 03:30 PM UTC · ref: Nick Walsh, 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 | 61% | 57% | 1.57 | fair |
| Draw | 23% | 31% | 4.46 | value: +37% |
| Aberdeen win | 16% | 12% | 6.00 | fair |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Rangers +1 | 51% | 1.93 |
| Aberdeen +1 | 49% | 1.98 |
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% | 64% | 1.67 | value: +6% |
| Under | 43% | 36% | 2.30 | 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
| 0 | Half-time score | 0 |
| 11 | Shots | 20 |
| 4 | On target | 3 |
| 3 | Corners | 7 |
| 17 | Fouls | 7 |
| 2 | 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