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Arsenal 1–2 Aston Villa

← Premier League 2010-11 Β· Sun, May 15, 02:00 PM UTC Β· ref: M Oliver

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
Arsenal win69%62%1.40fair
Draw20%25%5.00value: +24%
Aston Villa win11%13%8.50value: +10%

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

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

Match stats

0Half-time score2
24Shots8
15On target5
13Corners2
9Fouls10
1Yellow cards4
0Red cards0

Pre-match form

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

MetricArsenalAston Villa
blown lead rate (last 20)0.150.10
cards avg (last 5)2.401.00
coach days5340.001748.00
comeback rate (last 20)0.050.00
congestion 21d3.002.00
conversion (last 5)0.110.10
corner diff avg (last 5)2.402.60
corners against avg (last 5)4.204.60
corners for avg (last 5)6.607.20
corners volatility (last 10)2.682.55
defensive leak (last 5)
0.15
0.15
dominance (last 5)0.520.62
elo1720.651550.48
elo momentum (last 5)-29.84-0.81
form points (last 5)5.008.00
goal diff avg (last 5)-0.400.20
goals against avg (last 5)1.801.00
goals for avg (last 5)1.401.20
goals volatility (last 10)1.061.08
h2 goals (last 10)0.700.80
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.500.25
league points67.0042.00
league rank3.0014.00
matches since blank6.006.00
matches since clean sheet1.004.00
matches since win1.003.00
rest days7.008.00
season ppg1.861.17
shot diff avg (last 5)1.205.00
shots for avg (last 5)13.0012.40
state index0.380.12
travel kmβ€”161.30
venue ppg (last 5)1.801.00