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Celtic 4–2 Kilmarnock

← Scottish Premiership 2005-06 Β· Sat, Jan 14, 03:00 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
Celtic win73%93%1.25value: +17% ⚠
Draw17%4%5.50fair
Kilmarnock win9%3%10.00fair

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

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

Match stats

2Half-time score1
12Shots8
10On target5
5Corners2
10Fouls11
1Yellow cards0
0Red cards0

Pre-match form

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

MetricCelticKilmarnock
blown lead rate (last 20)0.000.10
cards avg (last 5)2.000.20
coach days227.00β€”
comeback rate (last 20)0.100.00
congestion 21d2.002.00
conversion (last 5)0.230.19
corner diff avg (last 5)1.20-5.20
corners against avg (last 5)3.2011.00
corners for avg (last 5)4.405.80
corners volatility (last 10)2.491.84
defensive leak (last 5)
0.20
0.11
dominance (last 5)0.610.48
elo1850.271533.12
elo momentum (last 5)9.3718.09
form points (last 5)13.0010.00
goal diff avg (last 5)1.000.40
goals against avg (last 5)1.401.40
goals for avg (last 5)2.401.80
goals volatility (last 10)1.421.05
h2 goals (last 10)1.501.20
h2h win rate (last 5)1.000.00
ht lead rate (last 20)0.600.45
league points51.0033.00
league rank1.005.00
matches since blank5.009.00
matches since clean sheet6.004.00
matches since win0.001.00
rest days13.0012.00
season ppg2.431.57
shot diff avg (last 5)4.20-1.20
shots for avg (last 5)12.0010.20
state index1.670.35
venue ppg (last 5)2.402.00