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St Johnstone 1–2 Rangers

← Scottish Premiership 2016-17 Β· Sun, May 21, 02:00 PM UTC Β· ref: A Dallas

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 win45%46%2.18fair
St Johnstone win28%30%3.47value: +4%
Draw27%24%3.60fair

across 1 bookmaker Β· probabilities de-vigged (bookmaker margin removed)

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

Match stats

0Half-time score1
13Shots16
6On target5
7Corners4
10Fouls16
1Yellow cards3
0Red cards0

Pre-match form

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

MetricSt JohnstoneRangers
blown lead rate (last 20)0.050.00
cards avg (last 5)2.601.20
coach days3489.0081.00
comeback rate (last 20)0.000.05
congestion 21d3.003.00
conversion (last 5)0.170.15
corner diff avg (last 5)-3.200.40
corners against avg (last 5)5.404.00
corners for avg (last 5)2.204.40
corners volatility (last 10)2.804.02
defensive leak (last 5)
0.09
0.13
dominance (last 5)0.390.51
elo1619.051726.38
elo momentum (last 5)22.65-9.28
form points (last 5)9.009.00
goal diff avg (last 5)0.00-0.20
goals against avg (last 5)1.201.80
goals for avg (last 5)1.201.60
goals volatility (last 10)0.841.16
h2 goals (last 10)0.801.30
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.400.30
league points58.0064.00
league rank4.003.00
matches since blank7.006.00
matches since clean sheet0.004.00
matches since win0.001.00
rest days4.004.00
season ppg1.571.73
shot diff avg (last 5)-6.201.60
shots for avg (last 5)8.0012.60
state index0.450.45
venue ppg (last 5)2.401.60