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Cardiff 1–0 Southampton

← Premier League 2018-19 Β· Sat, Dec 8, 03:00 PM UTC Β· ref: Jonathan Moss, England

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
Southampton win40%42%2.44value: +3%
Draw30%32%3.28value: +5%
Cardiff win30%26%3.30fair

across 1 bookmaker Β· probabilities de-vigged (bookmaker margin removed)

Timeline

19'🟨Sean Morrison · Cardiff
28'🟨Yan Valery · Southampton
66'🟨Joe Bennett · Cardiff
74'🟨Oriol Romeu · Southampton
74'⚽Callum Paterson · Cardiff

from ESPN event data Β· goals, cards and shootout kicks

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

Match stats

0Half-time score0
13Shots12
4On target1
7Corners7
9Fouls10
2Yellow cards2
0Red cards0

Pre-match form

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

MetricCardiffSouthampton
accuracy ratio (last 10)0.310.34
accuracy ratio (last 3)0.290.36
accuracy ratio (last 5)0.270.36
blown lead rate (last 20)0.050.10
box share (last 5)0.640.55
cards avg (last 5)2.002.20
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueCardiff City Stadium
coach days798.007.00
comeback rate (last 20)0.050.00
congestion 21d3.003.00
conversion (last 5)0.070.09
corner diff avg (last 5)-2.400.00
corners against avg (last 5)7.205.00
corners for avg (last 5)4.805.00
corners volatility (last 10)2.961.41
defensive leak (last 5)0.110.23
dominance (last 5)0.480.55
elo1390.751477.50
elo momentum (last 5)4.84-11.33
eye test v1-0.650.82
eye trend v1-0.090.14
first sub minute (last 10)68.2061.60
form points (last 5)6.002.00
goal diff avg (last 5)-0.40-1.60
goals against avg (last 5)1.403.00
goals for avg (last 5)1.001.40
goals volatility (last 10)1.290.82
h2 goals (last 10)0.800.20
ht lead rate (last 20)0.050.10
keeper form v10.630.55
league points11.009.00
league rank17.0020.00
matches since blank2.005.00
matches since clean sheet12.005.00
matches since win1.0011.00
pass acc avg (last 5)64.0077.40
possession avg (last 5)43.2045.20
rest days4.003.00
scorer concentration0.210.27
season ppg0.730.60
shot diff avg (last 5)-0.803.00
shots for avg (last 5)12.8015.80
skill v1-1.79-0.26
sot against avg (last 5)6.206.40
sot for avg (last 10)3.605.00
sot for avg (last 3)3.006.33
sot for avg (last 5)3.405.80
squad age28.1726.80
state index-0.36-1.03
sterile dominance v1-1.29-1.13
threat rate (last 10)0.290.34
threat rate (last 3)0.280.36
threat rate (last 5)0.290.36
travel kmβ€”141.10
venue ppg (last 5)1.800.20