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Celtic 1–3 Hearts

← Scottish Premiership 2006-07 Β· Sun, Apr 29, 02:00 PM UTC Β· ref: S Dougal

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 win61%78%1.53value: +20% ⚠
Draw24%15%3.80fair
Hearts win15%7%6.00fair

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
18Shots6
8On target5
8Corners1
11Fouls19
3Yellow cards4
0Red cards0

Pre-match form

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

MetricCelticHearts
blown lead rate (last 20)0.100.10
cards avg (last 5)2.603.80
coach days697.00149.00
comeback rate (last 20)0.050.00
congestion 21d1.001.00
conversion (last 5)0.070.07
corner diff avg (last 5)2.600.80
corners against avg (last 5)4.003.80
corners for avg (last 5)6.604.60
corners volatility (last 10)2.114.01
defensive leak (last 5)
0.10
0.13
dominance (last 5)0.560.44
elo1744.801582.44
elo momentum (last 5)-29.79-28.29
form points (last 5)7.006.00
goal diff avg (last 5)0.00-0.80
goals against avg (last 5)0.801.40
goals for avg (last 5)0.800.60
goals volatility (last 10)1.430.63
h2 goals (last 10)1.000.60
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.500.25
league points81.0054.00
league rank1.004.00
matches since blank3.003.00
matches since clean sheet1.001.00
matches since win0.001.00
rest days7.008.00
season ppg2.381.59
shot diff avg (last 5)2.20-1.60
shots for avg (last 5)12.809.40
state index0.91-0.07
venue ppg (last 5)2.401.40