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Ross County 4–1 Aberdeen

← Scottish Premiership 2020-21 Β· Sat, Jan 16, 03:00 PM UTC Β· ref: B. Madden

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 win55%56%1.78fair
Draw26%26%3.75fair
Ross County win19%17%5.02fair

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

Asian handicap

OutcomeMarket saysBest price
Ross County +0.7552%1.88
Aberdeen +0.7548%2.03

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under57%49%1.70fair
Over43%51%2.24value: +15%

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

Timeline

1'⚽Oli Shaw · Ross County
20'⚽Charlie Lakin · Ross County
45'⚽ (og)Alex Iacovitti · Aberdeen
49'🟨Callum Morris · Ross County
59'🟨Regan Charles-Cook · Ross County
84'⚽Oli Shaw · Ross County
87'🟨Oli Shaw · Ross County
90'⚽Jermaine Hylton · Ross County

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

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

Match stats

2Half-time score1
9Shots15
5On target5
6Corners6
20Fouls9
3Yellow cards0
0Red cards0

Pre-match form

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

MetricRoss CountyAberdeen
accuracy ratio (last 10)0.360.32
accuracy ratio (last 3)0.500.33
accuracy ratio (last 5)0.520.27
blown lead rate (last 20)0.050.10
box share (last 5)0.610.65
cards avg (last 5)2.001.20
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueGlobal Energy Stadium
coach days46.002847.00
comeback rate (last 20)0.000.00
congestion 21d4.003.00
conversion (last 5)0.120.12
corner diff avg (last 5)-2.40-1.20
corners against avg (last 5)6.805.00
corners for avg (last 5)4.403.80
corners volatility (last 10)3.472.40
defensive leak (last 5)0.100.04
dominance (last 5)0.300.52
elo1371.031635.72
elo momentum (last 5)2.292.88
eye test v1-0.53-0.99
eye trend v10.430.31
first sub minute (last 10)49.3060.20
form points (last 5)4.008.00
goal diff avg (last 5)-0.800.40
goals against avg (last 5)1.600.60
goals for avg (last 5)0.801.00
goals volatility (last 10)0.700.88
h2 goals (last 10)0.100.50
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.150.40
keeper form v10.610.74
league points17.0039.00
league rank12.004.00
matches since blank3.001.00
matches since clean sheet2.001.00
matches since win2.002.00
pass acc avg (last 5)66.6068.80
possession avg (last 5)43.6047.80
rest days6.006.00
scorer concentration0.270.19
season ppg0.741.86
shot diff avg (last 5)-10.400.80
shots for avg (last 5)7.0010.60
skill v1-1.38-0.90
sot against avg (last 5)6.002.80
sot for avg (last 10)2.702.50
sot for avg (last 3)3.672.67
sot for avg (last 5)3.602.40
squad age26.0526.60
state index-0.940.35
sterile dominance v1-0.12-0.27
threat rate (last 10)0.170.20
threat rate (last 3)0.150.23
threat rate (last 5)0.160.22
venue ppg (last 5)0.401.20