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Livingston 2–2 Aberdeen

← Scottish Premiership 2025-26 Β· Fri, May 1, 06:45 PM UTC Β· ref: C. Scott

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
Aberdeen win39%38%2.40fair
Livingston win35%34%2.65fair
Draw26%28%3.50fair

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

Asian handicap

OutcomeMarket saysBest price
Aberdeen +053%1.83
Livingston +047%2.03

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over50%51%1.91fair
Under50%49%1.91fair

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

Timeline

24'⚽Mitchel Frame · Aberdeen
47'βš½β€” Β· Livingston
70'🟨Babacar Fati · Livingston
71'⚽ (og)Daniel Finlayson · Aberdeen
78'⚽Robbie Muirhead · Livingston
81'🟨Daniel Finlayson · Livingston
90'🟨Macaulay Tait · Livingston
90'🟨Topi Keskinen · 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 score1
16Shots7
5On target2
6Corners4
10Fouls15
3Yellow 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)0.340.22
accuracy ratio (last 3)0.380.23
accuracy ratio (last 5)0.310.24
blown lead rate (last 20)0.100.00
box share (last 5)0.520.65
cards avg (last 5)1.402.20
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueThe Home of the Set Fare Arena
coach days
151.00
181.00
comeback rate (last 20)0.000.05
congestion 21d2.002.00
conversion (last 5)0.160.10
corner diff avg (last 5)-2.60-1.20
corners against avg (last 5)6.405.60
corners for avg (last 5)3.804.40
corners volatility (last 10)2.261.55
defensive leak (last 5)0.080.11
dominance (last 5)0.340.50
elo1321.231421.60
elo momentum (last 5)24.6414.00
eye test v1-0.73-1.02
eye trend v10.270.52
first sub minute (last 10)58.0052.00
form points (last 5)5.007.00
goal diff avg (last 5)-0.20-0.40
goals against avg (last 5)1.401.40
goals for avg (last 5)1.201.00
goals volatility (last 10)0.820.79
h2 goals (last 10)0.900.40
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.100.20
keeper form v10.720.69
league points19.0036.00
league rank12.008.00
matches since blank3.002.00
matches since clean sheet0.000.00
matches since win0.000.00
pass acc avg (last 5)71.4072.20
possession avg (last 5)41.0043.20
rest days6.206.20
scorer concentration0.230.24
season ppg0.561.06
shot diff avg (last 5)-8.20-0.40
shots for avg (last 5)9.809.80
skill v1-0.97-0.91
solidity v1-0.570.82
sot against avg (last 5)4.803.60
sot for avg (last 10)2.802.30
sot for avg (last 3)3.673.00
sot for avg (last 5)2.802.60
state index-0.57-0.34
sterile dominance v1-0.69-0.35
threat rate (last 10)0.260.20
threat rate (last 3)0.270.24
threat rate (last 5)0.250.22
venue ppg (last 5)0.600.20
xg against avg (last 5)1.760.76
xg for avg (last 5)1.120.97