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Arsenal 1–1 Aston Villa

← Premier League 2007-08 Β· Sat, Mar 1, 03:00 PM UTC Β· ref: M Clattenburg

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 win60%61%1.57fair
Draw26%31%3.80value: +19%
Aston Villa win15%8%6.50fair

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 score1
16Shots5
7On target4
8Corners7
8Fouls13
1Yellow cards2
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)0.100.05
cards avg (last 5)1.001.40
coach days4170.00578.00
comeback rate (last 20)0.050.10
congestion 21d2.002.00
conversion (last 5)0.200.24
corner diff avg (last 5)3.40-1.20
corners against avg (last 5)2.606.80
corners for avg (last 5)6.005.60
corners volatility (last 10)3.433.33
defensive leak (last 5)
0.24
0.14
dominance (last 5)0.730.49
elo1873.291720.22
elo momentum (last 5)18.273.19
form points (last 5)13.008.00
goal diff avg (last 5)2.000.60
goals against avg (last 5)0.601.40
goals for avg (last 5)2.602.00
goals volatility (last 10)1.141.14
h2 goals (last 10)1.301.60
h2h win rate (last 5)0.800.20
ht lead rate (last 20)0.550.40
league points64.0047.00
league rank1.005.00
matches since blank8.0020.00
matches since clean sheet1.0013.00
matches since win1.000.00
rest days7.006.00
season ppg2.371.74
shot diff avg (last 5)9.800.20
shots for avg (last 5)14.8010.40
state index1.950.84
travel kmβ€”161.30
venue ppg (last 5)2.601.60