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Livingston 0–3 Rangers

← Scottish Premiership 2020-21 Β· Wed, May 12, 05:00 PM UTC Β· ref: D. Robertson

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 win68%73%1.42value: +3%
Draw20%16%4.76fair
Livingston win12%11%8.50fair

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

Asian handicap

OutcomeMarket saysBest price
Rangers +1.2550%1.95
Livingston +1.2550%1.95

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over52%53%1.87fair
Under48%47%2.02fair

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

Timeline

23'🟨Jack Simpson · Rangers
30'🟨Alfredo Morelos · Rangers
31'🟨Scott Pittman · Livingston
42'🟨Max Stryjek · Livingston
42'⚽ (pen)James Tavernier · Rangers
57'⚽Ryan Kent · Rangers
83'⚽Ianis Hagi · Rangers

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
9Shots11
2On target5
1Corners5
13Fouls10
2Yellow cards2
0Red cards0

Pre-match form

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

MetricLivingstonRangers
accuracy ratio (last 10)0.350.42
accuracy ratio (last 3)0.370.39
accuracy ratio (last 5)0.370.33
blown lead rate (last 20)0.000.00
box share (last 5)0.700.57
cards avg (last 5)2.001.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueTony Macaroni Arena
coach days
192.00
1076.00
comeback rate (last 20)0.000.05
congestion 21d2.002.00
conversion (last 5)0.100.19
corner diff avg (last 5)-2.00-1.80
corners against avg (last 5)4.807.00
corners for avg (last 5)2.805.20
corners volatility (last 10)2.011.70
defensive leak (last 5)0.200.07
dominance (last 5)0.470.51
elo1497.581879.14
elo momentum (last 5)-17.99-24.20
eye test v1-0.74-0.21
eye trend v10.08-0.10
first sub minute (last 10)46.8059.10
form points (last 5)4.008.00
goal diff avg (last 5)-1.400.40
goals against avg (last 5)2.401.20
goals for avg (last 5)1.001.60
goals volatility (last 10)0.631.69
h2 goals (last 10)0.401.00
h2h win rate (last 5)0.100.90
ht lead rate (last 20)0.150.55
keeper form v10.720.70
league points44.0096.00
league rank7.001.00
matches since blank2.004.00
matches since clean sheet10.006.00
matches since win4.000.00
pass acc avg (last 5)64.8082.60
possession avg (last 5)46.4054.60
rest days11.1310.25
scorer concentration0.170.16
season ppg1.222.67
shot diff avg (last 5)-2.000.40
shots for avg (last 5)9.4011.00
skill v1-1.400.84
sot against avg (last 5)5.604.60
sot for avg (last 10)3.405.10
sot for avg (last 3)3.005.00
sot for avg (last 5)3.403.80
squad ageβ€”26.70
state index-0.680.97
sterile dominance v1-0.330.86
threat rate (last 10)0.190.21
threat rate (last 3)0.180.21
threat rate (last 5)0.200.20
venue ppg (last 5)0.801.80