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Kilmarnock 0–2 Celtic

← Scottish Premiership 2010-11 Β· Sun, May 8, 02:00 PM UTC Β· ref: W Collum

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 win70%71%1.36fair
Draw20%18%5.00fair
Kilmarnock win10%11%10.00value: +12%

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 score1
3Shots9
1On target2
2Corners5
11Fouls17
2Yellow cards2
0Red cards0

Pre-match form

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

MetricKilmarnockCeltic
blown lead rate (last 20)0.200.00
cards avg (last 5)2.201.60
coach daysβ€”341.00
comeback rate (last 20)0.000.00
congestion 21d3.004.00
conversion (last 5)0.100.13
corner diff avg (last 5)-1.804.20
corners against avg (last 5)5.804.20
corners for avg (last 5)4.008.40
corners volatility (last 10)3.002.26
defensive leak (last 5)
0.20
0.10
dominance (last 5)0.420.68
elo1517.591807.82
elo momentum (last 5)-20.863.05
form points (last 5)3.0010.00
goal diff avg (last 5)-1.201.40
goals against avg (last 5)2.200.80
goals for avg (last 5)1.002.20
goals volatility (last 10)1.061.49
h2 goals (last 10)0.800.80
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.400.60
league points48.0083.00
league rank5.002.00
matches since blank2.002.00
matches since clean sheet4.002.00
matches since win5.001.00
rest days8.004.00
season ppg1.372.37
shot diff avg (last 5)-2.608.00
shots for avg (last 5)7.4015.40
state index-0.611.23
venue ppg (last 5)1.601.40