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Aberdeen 1–2 Livingston

← Scottish Premiership 2021-22 Β· Sat, Apr 23, 02:00 PM UTC Β· ref: G. Irvine

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 win47%50%2.09value: +5%
Draw31%27%3.30fair
Livingston win22%23%4.64value: +5%

across 3 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

Asian handicap

OutcomeMarket saysBest price
Livingston βˆ’0.552%1.88
Aberdeen βˆ’0.548%2.09

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under64%62%1.52fair
Over36%38%2.66fair

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

Timeline

28'🟨Jonny Hayes · Aberdeen
35'🟨Funso Ojo · Aberdeen
39'🟨Vicente Besuijen · Aberdeen
39'🟨Max Stryjek · Livingston
41'⚽Nicky Devlin · Livingston
52'🟨Ross McCrorie · Aberdeen
70'⚽ (pen)Jason Holt · Livingston
78'🟨Ross McCrorie · Aberdeen
78'πŸŸ₯Ross McCrorie Β· Aberdeen
89'🟨Ayo Obileye · Livingston
90'

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

Match stats

0Half-time score1
18Shots9
5On target4
12Corners6
12Fouls11
3Yellow cards2
1Red cards0

Pre-match form

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

MetricAberdeenLivingston
accuracy ratio (last 10)0.440.33
accuracy ratio (last 3)0.290.34
accuracy ratio (last 5)0.370.35
blown lead rate (last 20)0.100.05
box share (last 5)0.530.76
cards avg (last 5)1.802.20
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venuePittodrie Stadium
⚽ (pen)
Lewis Ferguson Β· Aberdeen

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

coach days81.00538.00
comeback rate (last 20)0.000.05
congestion 21d2.002.00
conversion (last 5)0.060.09
corner diff avg (last 5)-1.600.40
corners against avg (last 5)5.004.60
corners for avg (last 5)3.405.00
corners volatility (last 10)2.171.20
defensive leak (last 5)0.150.18
dominance (last 5)0.500.51
elo1486.361481.63
elo momentum (last 5)-13.83-22.93
eye test v1-0.31-0.44
eye trend v1-0.14-0.28
first sub minute (last 10)59.8060.10
form points (last 5)4.004.00
goal diff avg (last 5)-0.40-0.80
goals against avg (last 5)1.401.80
goals for avg (last 5)1.001.00
goals volatility (last 10)0.991.17
h2 goals (last 10)0.700.70
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.200.20
keeper form v10.630.67
league points36.0038.00
league rank10.007.00
matches since blank0.001.00
matches since clean sheet15.005.00
matches since win2.004.00
pass acc avg (last 5)71.8065.80
possession avg (last 5)52.2044.00
rest days14.0014.00
scorer concentration0.310.34
season ppg1.091.15
shot diff avg (last 5)0.40-0.40
shots for avg (last 5)11.8011.20
skill v1-0.27-1.35
sot against avg (last 5)2.803.80
sot for avg (last 10)4.803.90
sot for avg (last 3)5.003.33
sot for avg (last 5)3.803.60
squad age26.4926.47
state index-0.35-0.52
sterile dominance v10.21-0.81
threat rate (last 10)0.210.28
threat rate (last 3)0.280.19
threat rate (last 5)0.210.25
venue ppg (last 5)1.001.40