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Birmingham 2–1 Liverpool

← Premier League 2002-03 Β· Sun, Feb 23, 03:00 PM UTC Β· ref: C Wilkes

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” = our simulation. 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 saysBest price
Liverpool win49%1.83
Draw28%3.25
Birmingham win24%3.75

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under54%1.75
Over46%2.05

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

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

Match stats

1Half-time score0
5Shots14
2On target9
2Corners6
14Fouls11
2Yellow cards1
0Red cards0

Pre-match form

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

MetricBirminghamLiverpool
blown lead rate (last 20)0.000.10
cards avg (last 5)1.800.60
coach days449.00β€”
comeback rate (last 20)0.000.00
congestion 21d2.002.00
conversion (last 5)0.080.11
corner diff avg (last 5)1.803.40
corners against avg (last 5)4.605.40
corners for avg (last 5)6.408.80
corners volatility (last 10)3.333.17
defensive leak (last 5)
0.35
0.14
dominance (last 5)0.470.67
elo1436.821646.03
elo momentum (last 5)-35.6810.04
form points (last 5)1.009.00
goal diff avg (last 5)-1.800.80
goals against avg (last 5)2.600.80
goals for avg (last 5)0.801.60
goals volatility (last 10)0.670.88
h2 goals (last 10)0.400.60
ht lead rate (last 20)0.100.30
league points26.0043.00
league rank17.007.00
matches since blank1.005.00
matches since clean sheet9.001.00
matches since win9.001.00
rest days15.0015.00
season ppg0.961.59
shot diff avg (last 5)-2.207.00
shots for avg (last 5)9.6016.00
state index-1.500.92
travel kmβ€”129.00
venue ppg (last 5)0.401.40