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Crystal Palace 1–0 Aston Villa

← Premier League 2019-20 · Sat, Aug 31, 02:00 PM UTC · ref: Kevin Friend, England

The betting picturemarket vs our model, market by market

“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = 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) — it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Crystal Palace win43%43%2.29fair
Aston Villa win29%30%3.40value: +3%
Draw29%26%3.40fair

across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)

Asian handicap

OutcomeMarket saysBest price
Aston Villa −0.2550%1.97
Crystal Palace −0.2550%1.97

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Over51%48%1.92fair
Under49%52%2.00value: +4%

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

Timeline

17'🟨Douglas Luiz · Aston Villa
35'🟨Neil Taylor · Aston Villa
40'🟨Frédéric Guilbert · Aston Villa
44'🟨Mahmoud Trézéguet · Aston Villa
54'🟨Mahmoud Trézéguet · Aston Villa
54'🟥Mahmoud Trézéguet · Aston Villa
58'🟨Luka Milivojević · Crystal Palace
71'🟨Cheikhou Kouyaté · Crystal Palace
73'⚽Jordan Ayew · Crystal Palace
90'🟨Jack Grealish · Aston Villa

from ESPN event data · goals, cards and shootout kicks

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

Match stats

0Half-time score0
22Shots10
5On target2
13Corners2
15Fouls16
2Yellow cards4
0Red cards1

Pre-match form

What each side looked like walking in — computed only from games before this one.

MetricCrystal PalaceAston Villa
accuracy ratio (last 10)0.38—
accuracy ratio (last 3)0.530.44
accuracy ratio (last 5)0.480.44
blown lead rate (last 20)0.150.05
box share (last 5)0.730.51
cards avg (last 5)2.000.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSelhurst Park
coach days729.00334.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.170.09
corner diff avg (last 5)-2.40-4.20
corners against avg (last 5)6.407.00
corners for avg (last 5)4.002.80
corners volatility (last 10)1.583.30
defensive leak (last 5)0.080.10
dominance (last 5)0.380.32
elo1595.341366.45
elo momentum (last 5)19.6213.30
eye test v10.100.18
eye trend v1-0.05—
first sub minute (last 10)68.1070.33
form points (last 5)10.004.00
goal diff avg (last 5)0.60-1.00
goals against avg (last 5)1.401.80
goals for avg (last 5)2.000.80
goals volatility (last 10)1.720.88
h2 goals (last 10)0.800.50
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.500.15
keeper form v10.740.68
league points4.003.00
league rank11.0018.00
matches since blank1.003.00
matches since clean sheet2.000.00
matches since win0.000.00
pass acc avg (last 5)71.0077.67
possession avg (last 5)45.6042.33
rest days7.007.79
season ppg1.331.00
shot diff avg (last 5)-5.20-7.40
shots for avg (last 5)11.008.60
skill v1-0.92-0.44
sot against avg (last 5)5.004.00
sot for avg (last 10)3.60—
sot for avg (last 3)3.004.67
sot for avg (last 5)4.804.67
squad age29.6325.39
state index0.33-0.83
sterile dominance v1-0.43-0.48
threat rate (last 10)0.24—
threat rate (last 3)0.150.26
threat rate (last 5)0.230.26
travel km—174.50
venue ppg (last 5)1.600.00