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Aberdeen 2–3 Rangers

← Scottish Premiership 2022-23 Β· Tue, Dec 20, 08:00 PM UTC Β· ref: William Collum, 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
Rangers win62%73%1.55value: +13%
Draw22%18%4.44fair
Aberdeen win16%9%6.23fair

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

Asian handicap

OutcomeMarket saysBest price
Rangers +151%1.91
Aberdeen +149%2.00

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over57%66%1.71value: +13%
Under43%34%2.22fair

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

Timeline

12'⚽Fashion Sakala · Rangers
21'🟨Ylber Ramadani · Aberdeen
21'🟨Ryan Jack · Rangers
24'🟨Liam Scales · Aberdeen
35'🟨Connor Barron · Aberdeen
42'🟨James Sands · Rangers
45'⚽Duk · Aberdeen
53'⚽Leighton Clarkson · Aberdeen
71'🟨Jayden Richardson · Aberdeen
71'🟨John Lundstram · Rangers
90'🟨

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

Match stats

1Half-time score1
8Shots14
2On target8
3Corners5
8Fouls13
5Yellow cards5
0Red cards0

Pre-match form

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

MetricAberdeenRangers
accuracy ratio (last 10)0.370.35
accuracy ratio (last 3)0.500.35
accuracy ratio (last 5)0.420.33
blown lead rate (last 20)0.000.05
box share (last 5)0.730.65
cards avg (last 5)2.001.00
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venuePittodrie Stadium
Marley Watkins Β· Aberdeen
90'🟨Alfredo Morelos · Rangers
90'🟨Scott Arfield · Rangers
90'⚽Scott Arfield · Rangers
90'⚽Scott Arfield · Rangers

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

coach days322.0049.00
comeback rate (last 20)0.000.10
congestion 21d1.001.00
conversion (last 5)0.180.08
corner diff avg (last 5)-2.806.80
corners against avg (last 5)6.803.80
corners for avg (last 5)4.0010.60
corners volatility (last 10)2.535.03
defensive leak (last 5)0.090.15
dominance (last 5)0.360.73
elo1506.641812.59
elo momentum (last 5)6.75-16.90
eye test v1-0.531.79
eye trend v10.32-0.27
first sub minute (last 10)63.7051.60
form points (last 5)6.0010.00
goal diff avg (last 5)-0.200.80
goals against avg (last 5)1.601.20
goals for avg (last 5)1.402.00
goals volatility (last 10)1.431.34
h2 goals (last 10)0.801.50
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.300.45
keeper form v10.71β€”
league points25.0036.00
league rank3.002.00
matches since blank0.0010.00
matches since clean sheet1.002.00
matches since win1.000.00
pass acc avg (last 5)68.0085.00
possession avg (last 5)39.4068.60
rest days3.315.00
scorer concentration0.270.32
season ppg1.562.25
shot diff avg (last 5)-10.6015.40
shots for avg (last 5)9.4023.60
skill v1-1.541.96
sot against avg (last 5)6.802.40
sot for avg (last 10)3.706.70
sot for avg (last 3)4.006.33
sot for avg (last 5)3.807.80
squad ageβ€”28.88
state index0.041.04
sterile dominance v1-0.620.55
threat rate (last 10)0.220.29
threat rate (last 3)0.230.27
threat rate (last 5)0.210.34
venue ppg (last 5)2.401.40