← Scottish Premiership 2021-22 · Sun, Feb 6, 01:30 PM UTC · ref: J. Beaton
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 |
|---|
| Celtic win | 73% | 71% | 1.34 | fair |
| Draw | 18% | 18% | 5.75 | fair |
| Motherwell win | 10% | 11% | 10.54 | value: +18% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Motherwell +1.5 | 52% | 1.88 |
| Celtic +1.5 | 48% | 2.05 |
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 | 58% | 57% | 1.71 | fair |
| Under | 42% | 43% | 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 | 3 |
| 7 | Shots | 18 |
| 1 | On target | 10 |
| 4 | Corners | 10 |
| 17 | Fouls | 13 |
| 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