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Hearts 2–3 Celtic

← Scottish Premiership 2005-06 Β· Sun, Jan 1, 03:00 PM UTC Β· ref: I Brines

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 win45%48%2.20value: +5%
Draw28%38%3.25value: +23%
Hearts win27%14%3.50fair

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

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

Match stats

2Half-time score0
10Shots9
4On target5
6Corners1
14Fouls20
4Yellow cards4
1Red cards0

Pre-match form

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

MetricHeartsCeltic
blown lead rate (last 20)0.000.05
cards avg (last 5)2.001.20
coach daysβ€”214.00
comeback rate (last 20)0.000.05
congestion 21d2.002.00
conversion (last 5)0.140.16
corner diff avg (last 5)3.602.60
corners against avg (last 5)4.202.80
corners for avg (last 5)7.805.40
corners volatility (last 10)3.662.11
defensive leak (last 5)
0.07
0.23
dominance (last 5)0.460.66
elo1641.211844.16
elo momentum (last 5)-2.21-16.03
form points (last 5)8.0010.00
goal diff avg (last 5)1.000.60
goals against avg (last 5)0.601.20
goals for avg (last 5)1.601.80
goals volatility (last 10)1.581.51
h2 goals (last 10)0.501.20
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.600.65
league points44.0048.00
league rank2.001.00
matches since blank1.004.00
matches since clean sheet0.005.00
matches since win0.000.00
rest days6.006.00
season ppg2.202.40
shot diff avg (last 5)-1.205.40
shots for avg (last 5)10.8011.80
state index0.841.50
venue ppg (last 5)2.602.60