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Birmingham 1–2 Sunderland

← EFL Championship 2022-23 Β· Fri, Nov 11, 08:00 PM UTC Β· ref: A. Madley

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
Birmingham win44%33%2.23fair
Draw29%26%3.30fair
Sunderland win27%40%3.62value: +45%

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

Asian handicap

OutcomeMarket saysBest price
Birmingham βˆ’0.2551%1.90
Sunderland βˆ’0.2549%2.01

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under58%1.67
Over42%2.33

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

Timeline

25'⚽Ellis Simms · Sunderland
28'🟨Hannibal Mejbri · Birmingham
42'🟨Niall Huggins · Sunderland
49'⚽Amad Diallo · Sunderland
74'🟨Corry Evans · Sunderland
78'⚽Lukas Jutkiewicz · Birmingham
88'🟨Jay Matete · Sunderland
90'🟨Emmanuel Longelo · Birmingham
90'🟨Jack Clarke · Sunderland

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 score1
22Shots6
6On target4
7Corners3
8Fouls12
2Yellow cards4
0Red cards0

Pre-match form

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

MetricBirminghamSunderland
accuracy ratio (last 10)0.280.29
accuracy ratio (last 3)0.170.26
accuracy ratio (last 5)0.260.31
blown lead rate (last 20)0.050.15
box share (last 5)0.650.62
cards avg (last 5)2.402.60
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueSt Andrew's Stadium
coach days133.00102.00
comeback rate (last 20)0.000.05
congestion 21d5.004.00
conversion (last 5)0.150.10
corner diff avg (last 5)1.20-0.80
corners against avg (last 5)4.405.00
corners for avg (last 5)5.604.20
corners volatility (last 10)3.252.04
defensive leak (last 5)0.150.15
dominance (last 5)0.500.48
elo1568.441589.00
elo momentum (last 5)23.39-14.35
eye test v1-0.93-0.27
eye trend v1-0.290.00
first sub minute (last 10)63.7058.30
form points (last 5)8.004.00
goal diff avg (last 5)0.40-0.60
goals against avg (last 5)1.001.60
goals for avg (last 5)1.401.00
goals volatility (last 10)0.970.94
h2 goals (last 10)0.700.70
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.350.30
keeper form v10.790.76
league points28.0024.00
league rank10.0019.00
matches since blank2.000.00
matches since clean sheet2.001.00
matches since win1.001.00
pass acc avg (last 5)67.4079.40
possession avg (last 5)42.6056.20
rest days3.016.21
scorer concentration0.430.21
season ppg1.401.26
shot diff avg (last 5)0.60-1.00
shots for avg (last 5)10.4011.80
skill v1-1.390.63
sot against avg (last 5)4.003.40
sot for avg (last 10)3.003.40
sot for avg (last 3)1.673.00
sot for avg (last 5)2.803.60
squad age27.8723.15
state index0.24-0.22
sterile dominance v1-0.780.69
threat rate (last 10)0.260.22
threat rate (last 3)0.240.21
threat rate (last 5)0.250.21
travel kmβ€”272.90
venue ppg (last 5)1.801.00