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Bristol City 2–1 Preston

← EFL Championship 2022-23 Β· Wed, Oct 12, 06:45 PM UTC Β· ref: K. Stroud

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
Bristol City win39%42%2.47fair
Preston win32%32%3.05fair
Draw29%26%3.39fair

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

Asian handicap

OutcomeMarket saysBest price
Preston βˆ’0.2554%1.81
Bristol City βˆ’0.2546%2.12

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under55%1.78
Over45%2.14

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

Timeline

29'🟨Liam Lindsay · Preston
34'🟨Jay Dasilva · Bristol City
54'⚽Robert Atkinson · Bristol City
67'🟨Zak Vyner · Bristol City
78'🟨Ben Woodburn · Preston
81'🟨Andreas Weimann · Bristol City
82'⚽Andrew Hughes · Preston
84'🟨Greg Cunningham · Preston
90'🟨Joe Williams · Bristol City
90'🟨Robbie Brady · Preston
90'

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

Match stats

0Half-time score0
13Shots8
4On target2
5Corners1
12Fouls12
3Yellow cards4
0Red cards0

Pre-match form

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

MetricBristol CityPreston
accuracy ratio (last 10)0.330.37
accuracy ratio (last 3)0.210.56
accuracy ratio (last 5)0.310.47
blown lead rate (last 20)0.150.00
box share (last 5)0.630.68
cards avg (last 5)1.602.20
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueAshton Gate
⚽
Robert Atkinson Β· Bristol City

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

coach days618.00315.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.080.13
corner diff avg (last 5)2.40-1.80
corners against avg (last 5)4.206.60
corners for avg (last 5)6.604.80
corners volatility (last 10)1.932.71
defensive leak (last 5)0.170.07
dominance (last 5)0.450.37
elo1540.681627.22
elo momentum (last 5)-39.8112.42
eye test v1-0.67-0.14
eye trend v1-0.560.47
first sub minute (last 10)56.9052.90
form points (last 5)1.008.00
goal diff avg (last 5)-1.200.00
goals against avg (last 5)2.001.00
goals for avg (last 5)0.801.00
goals volatility (last 10)1.070.97
h2 goals (last 10)0.800.30
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.450.25
keeper form v10.650.84
league points15.0019.00
league rank18.009.00
matches since blank0.002.00
matches since clean sheet1.001.00
matches since win5.000.00
pass acc avg (last 5)72.2069.60
possession avg (last 5)52.0039.00
rest days4.204.20
scorer concentration0.320.57
season ppg1.151.46
shot diff avg (last 5)-2.20-5.80
shots for avg (last 5)9.609.80
skill v1-0.26-1.34
sot against avg (last 5)5.205.00
sot for avg (last 10)3.703.70
sot for avg (last 3)2.004.67
sot for avg (last 5)3.004.00
squad age27.76β€”
state index-0.610.34
sterile dominance v10.30-0.84
threat rate (last 10)0.240.23
threat rate (last 3)0.160.23
threat rate (last 5)0.200.24
venue ppg (last 5)2.002.20