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Swansea 1–2 Bristol City

← EFL Championship 2023-24 Β· Sat, Sep 2, 11:30 AM UTC Β· ref: O. Langford

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 win42%50%2.31value: +15%
Bristol City win30%26%3.30fair
Draw28%24%3.43fair

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

Asian handicap

OutcomeMarket saysBest price
Bristol City βˆ’0.2551%1.93
Swansea βˆ’0.2549%2.00

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under53%1.82
Over47%2.09

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

Timeline

10'⚽Liam Cullen · Swansea
45'🟨Kyle Naughton · Swansea
45'🟨Kal Naismith · Bristol City
48'⚽Mark Sykes · Bristol City
57'🟨Josh Ginnelly · Swansea
59'⚽Sam Bell · Bristol City
86'🟨Robert Dickie · Bristol City
90'🟨Jamie Paterson · Swansea

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
12Shots16
4On target4
4Corners8
13Fouls17
3Yellow cards2
0Red cards0

Pre-match form

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

MetricSwanseaBristol City
accuracy ratio (last 10)0.330.29
accuracy ratio (last 3)0.280.11
accuracy ratio (last 5)0.330.20
blown lead rate (last 20)0.150.15
box share (last 5)0.630.73
cards avg (last 5)1.801.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueSwansea.com Stadium
coach days63.00943.00
comeback rate (last 20)0.000.05
congestion 21d3.003.00
conversion (last 5)0.140.12
corner diff avg (last 5)0.000.60
corners against avg (last 5)5.204.00
corners for avg (last 5)5.204.60
corners volatility (last 10)2.072.17
defensive leak (last 5)0.170.06
dominance (last 5)0.500.47
elo1619.071571.50
elo momentum (last 5)-15.888.99
eye test v1-0.24-0.70
eye trend v1-0.22-0.03
first sub minute (last 10)64.8059.20
form points (last 5)5.008.00
goal diff avg (last 5)-0.200.20
goals against avg (last 5)1.800.80
goals for avg (last 5)1.601.00
goals volatility (last 10)1.100.82
h2 goals (last 10)0.800.70
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.450.25
keeper form v10.690.72
league points2.005.00
league rank20.0013.00
matches since blank10.001.00
matches since clean sheet6.002.00
matches since win4.002.00
pass acc avg (last 5)83.0075.00
possession avg (last 5)55.8053.20
rest days6.907.71
scorer concentration0.40β€”
season ppg0.501.25
shot diff avg (last 5)0.60-0.40
shots for avg (last 5)11.4012.80
skill v10.540.18
solidity v10.540.51
sot against avg (last 5)3.404.00
sot for avg (last 10)4.103.00
sot for avg (last 3)2.672.00
sot for avg (last 5)3.602.00
squad age24.2626.79
state index0.010.15
sterile dominance v10.900.27
threat rate (last 10)0.200.22
threat rate (last 3)0.190.30
threat rate (last 5)0.200.23
venue ppg (last 5)2.201.40
xg against avg (last 5)0.941.11
xg for avg (last 5)1.191.57