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Celtic 3–1 Aberdeen

← Scottish Premiership 2025-26 Β· Sun, Dec 21, 03:00 PM UTC Β· ref: D. Dickinson

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 win69%73%1.33fair
Draw17%18%5.50fair
Aberdeen win14%9%6.50fair

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

Asian handicap

OutcomeMarket saysBest price
Aberdeen βˆ’1.552%1.85
Celtic βˆ’1.548%2.00

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over66%66%1.44fair
Under34%34%2.75fair

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

Timeline

18'🟨Stuart Armstrong · Aberdeen
39'⚽Benjamin Nygren · Celtic
45'🟨Arne Engels · Celtic
45'πŸŸ₯Dylan Lobban Β· Aberdeen
74'⚽Kenan Bilalovic · Aberdeen
84'🟨Alexander Jensen · Aberdeen
88'⚽Kieran Tierney · Celtic
90'⚽James Forrest · Celtic

from ESPN event data Β· goals, cards and shootout kicks

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

Match stats

1Half-time score0
31Shots10
10On target2
8Corners4
12Fouls13
1Yellow cards2
0Red cards0

Pre-match form

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

MetricCelticAberdeen
accuracy ratio (last 10)0.350.27
accuracy ratio (last 3)0.220.19
accuracy ratio (last 5)0.270.28
blown lead rate (last 20)0.050.05
box share (last 5)0.670.63
cards avg (last 5)1.600.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueCeltic Park
coach days142.0050.00
comeback rate (last 20)0.000.05
congestion 21d4.006.00
conversion (last 5)0.120.13
corner diff avg (last 5)1.200.60
corners against avg (last 5)3.605.60
corners for avg (last 5)4.806.20
corners volatility (last 10)1.752.92
defensive leak (last 5)0.100.08
dominance (last 5)0.590.52
elo1748.641473.67
elo momentum (last 5)-42.616.87
eye test v1-0.270.03
eye trend v1-0.36-0.09
first sub minute (last 10)49.7059.20
form points (last 5)6.007.00
goal diff avg (last 5)-0.60-0.20
goals against avg (last 5)1.601.80
goals for avg (last 5)1.001.60
goals volatility (last 10)1.401.14
h2 goals (last 10)0.901.10
h2h win rate (last 5)0.900.10
ht lead rate (last 20)0.400.25
keeper form v10.740.71
league points32.0024.00
league rank2.007.00
matches since blank1.000.00
matches since clean sheet3.005.00
matches since win3.001.00
pass acc avg (last 5)87.4080.20
possession avg (last 5)66.8051.80
rest days3.792.79
scorer concentration0.260.27
season ppg2.001.50
shot diff avg (last 5)4.202.20
shots for avg (last 5)14.2016.00
skill v11.22-0.02
solidity v1-0.20-0.09
sot against avg (last 5)4.404.60
sot for avg (last 10)4.403.70
sot for avg (last 3)3.003.33
sot for avg (last 5)3.405.20
squad age29.46β€”
state index0.20-0.11
sterile dominance v11.75-0.00
threat rate (last 10)0.210.24
threat rate (last 3)0.200.22
threat rate (last 5)0.190.27
venue ppg (last 5)1.802.00
xg against avg (last 5)1.461.24
xg for avg (last 5)1.150.97