← Scottish Premiership 2020-21 · Sat, Apr 10, 02:00 PM UTC · ref: N. Walsh
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 | 72% | 68% | 1.34 | fair |
| Draw | 19% | 18% | 5.24 | fair |
| Livingston win | 9% | 14% | 11.00 | value: +58% |
across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)
Asian handicap
| Outcome | Market says | Best price |
|---|
| Livingston −1.5 | 54% | 1.81 |
| Celtic −1.5 | 46% | 2.10 |
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 | 55% | 54% | 1.78 | fair |
| Under | 45% | 46% | 2.12 | 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
| 2 | Half-time score | 0 |
| 18 | Shots | 4 |
| 11 | On target | 2 |
| 6 | Corners | 1 |
| 10 | Fouls | 11 |
| 0 | Yellow cards | 0 |
| 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