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Aston Villa 3–0 Sheffield United

← Premier League 2006-07 Β· Sat, May 5, 02:00 PM UTC Β· ref: P Walton

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 win48%57%1.90value: +8%
Draw28%24%3.40fair
Sheffield United win24%20%4.00fair

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

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

Match stats

2Half-time score0
19Shots9
11On target2
13Corners5
14Fouls14
2Yellow cards2
0Red cards0

Pre-match form

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

MetricAston VillaSheffield United
blown lead rate (last 20)0.100.10
cards avg (last 5)0.802.00
coach days277.002712.00
comeback rate (last 20)0.000.00
congestion 21d3.004.00
conversion (last 5)0.150.14
corner diff avg (last 5)6.60-1.40
corners against avg (last 5)3.005.00
corners for avg (last 5)9.603.60
corners volatility (last 10)4.033.52
defensive leak (last 5)
0.14
0.09
dominance (last 5)0.610.50
elo1535.791481.41
elo momentum (last 5)43.719.17
form points (last 5)11.007.00
goal diff avg (last 5)1.000.20
goals against avg (last 5)0.601.00
goals for avg (last 5)1.601.20
goals volatility (last 10)1.050.99
h2 goals (last 10)0.600.60
ht lead rate (last 20)0.200.35
league points46.0038.00
league rank11.0016.00
matches since blank1.002.00
matches since clean sheet0.000.00
matches since win0.000.00
rest days7.007.00
season ppg1.281.06
shot diff avg (last 5)3.800.40
shots for avg (last 5)12.6011.80
state index0.50-0.21
travel kmβ€”99.70
venue ppg (last 5)0.800.20