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Arsenal 2–1 Liverpool

← Premier League 2005-06 Β· Sun, Mar 12, 03:00 PM UTC Β· ref: S Bennett

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 win41%59%2.25value: +32% ⚠
Liverpool win30%32%3.10fair
Draw29%9%3.20fair

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

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

Match stats

1Half-time score0
11Shots8
4On target3
5Corners0
8Fouls18
0Yellow cards2
0Red cards1

Pre-match form

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

MetricArsenalLiverpool
blown lead rate (last 20)0.000.00
cards avg (last 5)1.800.60
coach days3450.00619.00
comeback rate (last 20)0.000.00
congestion 21d2.002.00
conversion (last 5)0.100.05
corner diff avg (last 5)-0.207.40
corners against avg (last 5)5.602.60
corners for avg (last 5)5.4010.00
corners volatility (last 10)3.244.11
defensive leak (last 5)
0.08
0.07
dominance (last 5)0.550.74
elo1694.261646.34
elo momentum (last 5)-6.37-1.11
form points (last 5)7.0010.00
goal diff avg (last 5)0.800.20
goals against avg (last 5)0.600.40
goals for avg (last 5)1.400.60
goals volatility (last 10)2.320.67
h2 goals (last 10)0.800.50
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.350.40
league points44.0055.00
league rank7.003.00
matches since blank1.000.00
matches since clean sheet0.000.00
matches since win0.001.00
rest days8.008.00
season ppg1.571.96
shot diff avg (last 5)1.2011.40
shots for avg (last 5)11.8016.60
state index0.850.72
travel kmβ€”284.20
venue ppg (last 5)1.600.80