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Celtic 3–2 Rangers

← Scottish Premiership 2022-23 Β· Sat, Apr 8, 11:30 AM UTC Β· ref: Kevin Clancy, 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
Celtic win56%48%1.73fair
Draw23%28%4.25value: +19%
Rangers win20%24%5.00value: +20%

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

Asian handicap

OutcomeMarket saysBest price
Celtic βˆ’0.7552%1.96
Rangers βˆ’0.7548%2.05

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over59%56%1.64fair
Under41%44%2.36value: +4%

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

Timeline

8'🟨Cameron Carter-Vickers · Celtic
26'⚽Kyogo Furuhashi · Celtic
39'🟨Callum McGregor · Celtic
39'🟨Nicolas Raskin · Rangers
44'🟨Matt O'Riley · Celtic
45'🟨Todd Cantwell · Rangers
45'⚽James Tavernier · Rangers
47'🟨Aaron Mooy · Celtic
62'⚽Kyogo Furuhashi · Celtic
73'⚽Jota · Celtic
78'⚽

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

Match stats

1Half-time score1
9Shots8
7On target3
4Corners3
19Fouls12
4Yellow cards2
0Red cards0

Pre-match form

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

MetricCelticRangers
accuracy ratio (last 10)0.360.43
accuracy ratio (last 3)0.280.32
accuracy ratio (last 5)0.370.39
blown lead rate (last 20)0.050.00
box share (last 5)0.730.69
cards avg (last 5)0.200.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueCeltic Park
James Tavernier Β· Rangers

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

coach days676.00158.00
comeback rate (last 20)0.100.05
congestion 21d2.002.00
conversion (last 5)0.190.14
corner diff avg (last 5)8.004.80
corners against avg (last 5)1.002.40
corners for avg (last 5)9.007.20
corners volatility (last 10)3.432.36
defensive leak (last 5)0.310.25
dominance (last 5)0.830.82
elo1887.341869.92
elo momentum (last 5)15.2018.73
eye test v11.842.30
eye trend v1-0.09-0.27
first sub minute (last 10)54.9061.20
form points (last 5)15.0015.00
goal diff avg (last 5)2.802.40
goals against avg (last 5)0.600.80
goals for avg (last 5)3.403.20
goals volatility (last 10)1.030.79
h2 goals (last 10)1.901.50
h2h win rate (last 5)0.800.20
ht lead rate (last 20)0.650.50
keeper form v10.720.71
league points85.0076.00
league rank1.002.00
matches since blank20.0020.00
matches since clean sheet0.000.00
matches since win0.000.00
pass acc avg (last 5)88.4088.40
possession avg (last 5)76.8071.20
rest days6.026.90
scorer concentration0.230.20
season ppg2.832.53
shot diff avg (last 5)17.6019.20
shots for avg (last 5)22.0024.20
skill v12.792.43
sot against avg (last 5)1.402.00
sot for avg (last 10)7.008.80
sot for avg (last 3)7.009.33
sot for avg (last 5)7.808.80
squad age27.8329.28
state index1.851.82
sterile dominance v11.570.84
threat rate (last 10)0.260.32
threat rate (last 3)0.330.41
threat rate (last 5)0.290.34
venue ppg (last 5)3.003.00