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Swansea 2–0 Cardiff

← EFL Championship 2022-23 Β· Sun, Oct 23, 11:00 AM UTC Β· ref: D. Bond

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
Swansea win45%45%2.15fair
Draw29%26%3.46fair
Cardiff win27%29%3.67value: +6%

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

Asian handicap

OutcomeMarket saysBest price
Swansea βˆ’0.2553%1.85
Cardiff βˆ’0.2547%2.07

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under55%1.78
Over45%2.13

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

Timeline

7'πŸŸ₯Callum Robinson Β· Cardiff
38'⚽Oliver Cooper · Swansea
50'🟨Harry Darling · Swansea
50'🟨Callum O'Dowda · Cardiff
58'🟨Michael Obafemi · Swansea
60'🟨Luke Cundle · Swansea
61'🟨Joe Ralls · Cardiff
67'⚽Michael Obafemi · Swansea
90'🟨Mark Harris · 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

1Half-time score0
13Shots3
6On target1
7Corners1
5Fouls10
3Yellow cards3
0Red cards1

Pre-match form

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

MetricSwanseaCardiff
accuracy ratio (last 10)0.380.27
accuracy ratio (last 3)0.380.22
accuracy ratio (last 5)0.410.27
blown lead rate (last 20)0.200.00
box share (last 5)0.600.50
cards avg (last 5)2.802.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueSwansea.com Stadium
coach days448.0052.00
comeback rate (last 20)0.100.00
congestion 21d4.004.00
conversion (last 5)0.210.09
corner diff avg (last 5)3.002.60
corners against avg (last 5)3.604.00
corners for avg (last 5)6.606.60
corners volatility (last 10)1.423.22
defensive leak (last 5)0.210.09
dominance (last 5)0.480.51
elo1618.331552.62
elo momentum (last 5)29.559.23
eye test v1-0.03-0.66
eye trend v1-0.04-0.02
first sub minute (last 10)55.6044.60
form points (last 5)12.007.00
goal diff avg (last 5)0.00-0.20
goals against avg (last 5)2.001.20
goals for avg (last 5)2.001.00
goals volatility (last 10)1.171.20
h2 goals (last 10)1.000.50
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.350.15
keeper form v10.630.68
league points24.0018.00
league rank9.0020.00
matches since blank1.000.00
matches since clean sheet5.003.00
matches since win0.002.00
pass acc avg (last 5)84.0072.00
possession avg (last 5)55.8041.80
rest days4.683.68
scorer concentration0.160.17
season ppg1.601.20
shot diff avg (last 5)-0.40-0.20
shots for avg (last 5)9.6011.00
skill v11.05-0.94
sot against avg (last 5)4.003.80
sot for avg (last 10)4.002.80
sot for avg (last 3)4.002.33
sot for avg (last 5)4.003.20
squad age23.3726.24
state index0.420.00
sterile dominance v11.18-0.68
threat rate (last 10)0.200.24
threat rate (last 3)0.170.22
threat rate (last 5)0.170.25
travel kmβ€”54.00
venue ppg (last 5)2.401.20