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Livingston 0–1 Aberdeen

← Scottish Premiership 2025-26 Β· Sun, Nov 30, 03:00 PM UTC Β· ref: Donald Robertson, Scotland

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
Livingston win36%32%2.55fair
Aberdeen win34%37%2.70fair
Draw29%31%3.20fair

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

Asian handicap

OutcomeMarket saysBest price
Livingston +051%1.88
Aberdeen +049%1.98

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under51%53%1.88fair
Over49%47%1.98fair

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

Timeline

49'🟨Macaulay Tait · Livingston
58'🟨Graeme Shinnie · Aberdeen
80'⚽Nicky Devlin · Aberdeen

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

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

Match stats

0Half-time score0
15Shots14
3On target4
7Corners4
12Fouls15
1Yellow cards1
0Red cards0

Pre-match form

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

MetricLivingstonAberdeen
accuracy ratio (last 10)0.400.32
accuracy ratio (last 3)0.390.33
accuracy ratio (last 5)0.360.30
blown lead rate (last 20)0.150.10
box share (last 5)0.700.65
cards avg (last 5)2.402.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueThe Home of the Set Fare Arena
coach days1855.0029.00
comeback rate (last 20)0.050.00
congestion 21d1.003.00
conversion (last 5)0.100.12
corner diff avg (last 5)-0.20-2.00
corners against avg (last 5)3.805.60
corners for avg (last 5)3.603.60
corners volatility (last 10)3.002.95
defensive leak (last 5)0.180.04
dominance (last 5)0.450.41
elo1337.591458.53
elo momentum (last 5)-6.9731.58
eye test v1-0.21-1.40
eye trend v10.21-0.23
first sub minute (last 10)47.7058.20
form points (last 5)2.009.00
goal diff avg (last 5)-1.200.40
goals against avg (last 5)2.200.40
goals for avg (last 5)1.000.80
goals volatility (last 10)0.671.14
h2 goals (last 10)0.500.40
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.250.35
keeper form v10.630.65
league points8.0014.00
league rank12.008.00
matches since blank4.003.00
matches since clean sheet8.001.00
matches since win11.001.00
pass acc avg (last 5)73.2075.60
possession avg (last 5)44.2039.40
rest days8.002.79
scorer concentration0.300.29
season ppg0.621.17
shot diff avg (last 5)-3.40-3.40
shots for avg (last 5)9.8010.20
skill v1-0.37-1.08
solidity v1-0.15-0.17
sot against avg (last 5)4.603.20
sot for avg (last 10)3.503.50
sot for avg (last 3)4.002.33
sot for avg (last 5)3.602.00
state index-1.200.04
sterile dominance v1-0.390.05
threat rate (last 10)0.200.25
threat rate (last 3)0.240.17
threat rate (last 5)0.240.16
venue ppg (last 5)0.801.40
xg against avg (last 5)1.192.10
xg for avg (last 5)1.640.63