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Aston Villa 1–1 Sunderland

← Premier League 2009-10 Β· Wed, Mar 24, 03:00 PM UTC Β· ref: M Dean

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
Aston Villa win60%60%1.53fair
Draw25%31%3.80value: +16%
Sunderland win14%9%7.00fair

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 score1
11Shots10
4On target5
6Corners7
5Fouls7
0Yellow cards0
0Red cards0

Pre-match form

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

MetricAston VillaSunderland
blown lead rate (last 20)0.050.20
cards avg (last 5)1.202.40
coach days1331.00266.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.150.14
corner diff avg (last 5)-0.20-3.60
corners against avg (last 5)6.406.60
corners for avg (last 5)6.203.00
corners volatility (last 10)4.072.67
defensive leak (last 5)
0.12
0.05
dominance (last 5)0.540.51
elo1650.491464.91
elo momentum (last 5)6.3235.76
form points (last 5)9.008.00
goal diff avg (last 5)0.800.80
goals against avg (last 5)1.200.80
goals for avg (last 5)2.001.60
goals volatility (last 10)1.621.40
h2 goals (last 10)0.600.70
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.300.30
league points50.0034.00
league rank7.0013.00
matches since blank2.003.00
matches since clean sheet2.002.00
matches since win1.000.00
rest days4.004.00
season ppg1.721.13
shot diff avg (last 5)1.80-1.40
shots for avg (last 5)12.8010.60
state index0.560.11
travel kmβ€”269.40
venue ppg (last 5)1.400.40