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Southampton 1–1 Crystal Palace

← Premier League 2019-20 · Sat, Dec 28, 03:00 PM UTC · ref: Andy Madley, 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
Southampton win49%47%2.00fair
Draw27%23%3.60fair
Crystal Palace win24%29%4.10value: +20%

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

Asian handicap

OutcomeMarket saysBest price
Crystal Palace −0.551%1.93
Southampton −0.549%2.00

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under55%55%1.76fair
Over45%45%2.19fair

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

Timeline

32'🟨Luka Milivojević · Crystal Palace
50'⚽James Tomkins · Crystal Palace
74'⚽Danny Ings · Southampton
79'🟨James Ward-Prowse · Southampton
85'🟨James McArthur · Crystal Palace

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
14Shots5
5On target2
12Corners4
13Fouls7
1Yellow cards2
0Red cards0

Pre-match form

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

MetricSouthamptonCrystal Palace
accuracy ratio (last 10)0.490.29
accuracy ratio (last 3)0.420.31
accuracy ratio (last 5)0.360.24
blown lead rate (last 20)0.100.00
box share (last 5)0.670.74
cards avg (last 5)1.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSt. Mary's Stadium
1.40
coach days392.00848.00
comeback rate (last 20)0.050.00
congestion 21d4.004.00
conversion (last 5)0.150.08
corner diff avg (last 5)0.40-1.80
corners against avg (last 5)5.406.40
corners for avg (last 5)5.804.60
corners volatility (last 10)3.502.57
defensive leak (last 5)0.080.06
dominance (last 5)0.500.48
elo1513.301594.51
elo momentum (last 5)30.31-2.53
eye test v1-0.06-0.82
eye trend v1-0.280.44
first sub minute (last 10)63.3060.00
form points (last 5)9.008.00
goal diff avg (last 5)0.600.20
goals against avg (last 5)1.000.60
goals for avg (last 5)1.600.80
goals volatility (last 10)0.970.88
h2 goals (last 10)0.700.70
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.250.20
keeper form v10.670.77
league points21.0026.00
league rank15.009.00
matches since blank2.001.00
matches since clean sheet0.003.00
matches since win0.000.00
pass acc avg (last 5)69.0077.20
possession avg (last 5)46.0046.00
rest days2.002.00
scorer concentration0.500.38
season ppg1.111.37
shot diff avg (last 5)0.80-0.40
shots for avg (last 5)13.2010.00
skill v1-1.10-0.25
sot against avg (last 5)4.404.20
sot for avg (last 10)4.303.00
sot for avg (last 3)4.334.00
sot for avg (last 5)4.402.80
squad age26.0629.26
state index0.230.14
sterile dominance v1-0.87-0.04
threat rate (last 10)0.260.22
threat rate (last 3)0.240.27
threat rate (last 5)0.280.22
travel km—106.20
venue ppg (last 5)1.201.00