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Celtic 2–0 St Johnstone

← Scottish Premiership 2011-12 Β· Sun, Apr 1, 02:00 PM UTC Β· ref: G Salmond

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
Celtic win68%79%1.40value: +11%
Draw21%12%4.50fair
St Johnstone win11%9%9.00fair

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

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

Match stats

0Half-time score0
14Shots4
8On target0
4Corners7
4Fouls11
0Yellow cards3
0Red cards0

Pre-match form

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

MetricCelticSt Johnstone
blown lead rate (last 20)0.000.00
cards avg (last 5)1.201.60
coach days670.001613.00
comeback rate (last 20)0.000.00
congestion 21d1.003.00
conversion (last 5)0.200.19
corner diff avg (last 5)4.400.40
corners against avg (last 5)3.604.00
corners for avg (last 5)8.004.40
corners volatility (last 10)3.772.41
defensive leak (last 5)
0.06
0.08
dominance (last 5)0.620.59
elo1837.801552.44
elo momentum (last 5)-9.8742.91
form points (last 5)10.0013.00
goal diff avg (last 5)1.401.40
goals against avg (last 5)0.800.40
goals for avg (last 5)2.201.80
goals volatility (last 10)1.341.17
h2 goals (last 10)1.100.90
h2h win rate (last 5)0.800.20
ht lead rate (last 20)0.500.40
league points75.0049.00
league rank1.004.00
matches since blank19.003.00
matches since clean sheet2.000.00
matches since win2.000.00
rest days7.004.00
season ppg2.421.58
shot diff avg (last 5)5.203.60
shots for avg (last 5)13.009.80
state index1.460.73
venue ppg (last 5)3.001.60