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Aberdeen 1–3 St Johnstone

← Scottish Premiership 2009-10 Β· Sun, Apr 11, 02:00 PM UTC Β· ref: C Murray

The betting picturemarket vs our model, market by market

β€œMarket” = what bookmaker prices imply after removing their margin β€” the world's best guess. β€œModel” = 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) β€” it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Aberdeen win39%46%2.38value: +9%
St Johnstone win33%31%3.00fair
Draw28%23%3.25fair

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

The match in numberswhat happened + what each side looked like walking in

Match stats

1Half-time score2
8Shots5
4On target4
7Corners2
13Fouls11
1Yellow cards3
0Red cards0

Pre-match form

What each side looked like walking in β€” computed only from games before this one.

MetricAberdeenSt Johnstone
blown lead rate (last 20)0.050.15
cards avg (last 5)2.202.60
coach days284.00892.00
comeback rate (last 20)0.000.05
congestion 21d3.004.00
conversion (last 5)0.120.08
corner diff avg (last 5)1.40-1.20
corners against avg (last 5)3.604.80
corners for avg (last 5)5.003.60
corners volatility (last 10)2.573.53
defensive leak (last 5)
0.19
0.18
dominance (last 5)0.420.46
elo1477.551521.39
elo momentum (last 5)-18.54-0.84
form points (last 5)4.004.00
goal diff avg (last 5)-0.80-0.40
goals against avg (last 5)1.801.40
goals for avg (last 5)1.001.00
goals volatility (last 10)1.251.72
h2 goals (last 10)0.500.60
ht lead rate (last 20)0.250.35
league points34.0038.00
league rank9.007.00
matches since blank1.000.00
matches since clean sheet12.005.00
matches since win2.001.00
rest days4.006.00
season ppg1.061.19
shot diff avg (last 5)-3.40-1.00
shots for avg (last 5)9.008.00
state index-0.62-0.30
venue ppg (last 5)1.000.80