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Rangers 2–3 Celtic

← Scottish Premiership 2017-18 Β· Sun, Mar 11, 03:00 PM UTC Β· ref: W Collum

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 win43%40%2.24fair
Draw29%36%3.32value: +19%
Rangers win27%24%3.58fair

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

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

Match stats

2Half-time score2
13Shots11
5On target6
3Corners8
14Fouls16
3Yellow cards3
0Red cards1

Pre-match form

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

MetricRangersCeltic
blown lead rate (last 20)0.100.05
cards avg (last 5)1.201.00
coach days375.00679.00
comeback rate (last 20)0.050.05
congestion 21d3.003.00
conversion (last 5)0.240.09
corner diff avg (last 5)2.200.00
corners against avg (last 5)3.603.80
corners for avg (last 5)5.803.80
corners volatility (last 10)2.162.05
defensive leak (last 5)
0.22
0.08
dominance (last 5)0.690.64
elo1732.461882.51
elo momentum (last 5)18.00-40.96
form points (last 5)12.007.00
goal diff avg (last 5)1.60-0.20
goals against avg (last 5)1.200.80
goals for avg (last 5)2.800.60
goals volatility (last 10)1.451.10
h2 goals (last 10)0.900.60
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.600.55
league points58.0064.00
league rank2.001.00
matches since blank7.001.00
matches since clean sheet1.000.00
matches since win0.000.00
rest days12.0014.00
season ppg2.002.29
shot diff avg (last 5)9.205.40
shots for avg (last 5)15.0012.40
state index1.080.91
venue ppg (last 5)1.801.80