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Ross County 3–2 Celtic

← Scottish Premiership 2012-13 Β· Sat, Mar 9, 03:00 PM UTC

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 win66%45%1.49fair
Draw21%36%4.55value: +64%
Ross County win13%19%7.56value: +40%

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
11Shots12
4On target7
4Corners4
13Fouls11
0Yellow cards2
0Red cards0

Pre-match form

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

MetricRoss CountyCeltic
blown lead rate (last 20)0.000.05
cards avg (last 5)1.201.20
coach days678.001012.00
comeback rate (last 20)0.000.00
congestion 21d4.004.00
conversion (last 5)0.170.19
corner diff avg (last 5)-1.601.00
corners against avg (last 5)4.804.20
corners for avg (last 5)3.205.20
corners volatility (last 10)2.373.30
defensive leak (last 5)
0.00
0.21
dominance (last 5)0.500.70
elo1553.911814.02
elo momentum (last 5)44.95-7.64
form points (last 5)13.0010.00
goal diff avg (last 5)1.402.00
goals against avg (last 5)0.001.20
goals for avg (last 5)1.403.20
goals volatility (last 10)1.172.02
h2 goals (last 10)1.101.80
ht lead rate (last 20)0.250.50
league points42.0062.00
league rank4.001.00
matches since blank0.009.00
matches since clean sheet0.001.00
matches since win1.001.00
rest days7.0010.00
season ppg1.452.14
shot diff avg (last 5)-0.209.00
shots for avg (last 5)8.0015.20
state index0.721.14
venue ppg (last 5)2.201.40