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Celtic 3–1 Hearts

← Scottish Premiership 2017-18 Β· Tue, Jan 30, 03:00 PM UTC Β· ref: C Thomson

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 win73%83%1.33value: +11%
Draw17%12%5.60fair
Hearts win9%5%10.51fair

across 1 bookmaker Β· probabilities de-vigged (bookmaker margin removed)

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

Match stats

3Half-time score0
17Shots3
7On target1
6Corners3
9Fouls21
2Yellow cards3
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)0.100.00
cards avg (last 5)1.602.80
coach days639.00182.00
comeback rate (last 20)0.050.00
congestion 21d2.002.00
conversion (last 5)0.080.10
corner diff avg (last 5)1.60-4.00
corners against avg (last 5)3.806.80
corners for avg (last 5)5.402.80
corners volatility (last 10)3.002.56
defensive leak (last 5)
0.03
0.02
dominance (last 5)0.710.43
elo1920.621589.27
elo momentum (last 5)4.3713.63
form points (last 5)13.007.00
goal diff avg (last 5)1.400.60
goals against avg (last 5)0.200.20
goals for avg (last 5)1.600.80
goals volatility (last 10)1.491.40
h2 goals (last 10)1.000.80
h2h win rate (last 5)0.800.20
ht lead rate (last 20)0.600.20
league points57.0034.00
league rank1.005.00
matches since blank2.002.00
matches since clean sheet0.001.00
matches since win0.001.00
rest days3.003.00
season ppg2.381.42
shot diff avg (last 5)11.00-3.00
shots for avg (last 5)17.808.40
state index1.810.39
venue ppg (last 5)2.601.60