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Birmingham 2–0 QPR

← EFL Championship 2022-23 Β· Fri, Oct 28, 07:00 PM UTC Β· ref: T. Robinson

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 win39%33%2.45fair
QPR win32%41%3.11value: +28%
Draw29%26%3.36fair

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

Asian handicap

OutcomeMarket saysBest price
QPR βˆ’0.2553%1.83
Birmingham βˆ’0.2547%2.10

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under55%1.75
Over45%2.19

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

Timeline

4'⚽Auston Trusty · Birmingham
7'🟨Hannibal Mejbri · Birmingham
29'⚽Emmanuel Longelo · Birmingham
35'🟨Auston Trusty · Birmingham
53'🟨Robert Dickie · QPR
55'🟨Krystian Bielik · Birmingham
60'🟨Leon Balogun · QPR
70'🟨Tim Iroegbunam · QPR
78'🟨Emmanuel Longelo · Birmingham

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

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

Match stats

2Half-time score0
7Shots15
3On target4
2Corners10
15Fouls6
4Yellow cards3
0Red cards0

Pre-match form

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

MetricBirminghamQPR
accuracy ratio (last 10)0.320.40
accuracy ratio (last 3)0.280.42
accuracy ratio (last 5)0.330.40
blown lead rate (last 20)0.100.05
box share (last 5)0.680.61
cards avg (last 5)1.801.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueSt Andrew's Stadium
coach days119.00149.00
comeback rate (last 20)0.000.00
congestion 21d4.004.00
conversion (last 5)0.130.14
corner diff avg (last 5)2.60-0.40
corners against avg (last 5)4.605.80
corners for avg (last 5)7.205.40
corners volatility (last 10)1.942.36
defensive leak (last 5)0.120.08
dominance (last 5)0.580.52
elo1538.871641.45
elo momentum (last 5)25.5527.42
eye test v1-0.140.44
eye trend v10.22-0.02
first sub minute (last 10)61.0050.10
form points (last 5)7.0012.00
goal diff avg (last 5)0.600.80
goals against avg (last 5)0.801.00
goals for avg (last 5)1.401.80
goals volatility (last 10)1.061.07
h2 goals (last 10)0.800.60
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.300.35
keeper form v10.710.68
league points20.0030.00
league rank15.003.00
matches since blank4.006.00
matches since clean sheet2.001.00
matches since win2.000.00
pass acc avg (last 5)68.2080.20
possession avg (last 5)43.0055.20
rest days6.216.21
scorer concentration0.470.27
season ppg1.251.88
shot diff avg (last 5)3.400.40
shots for avg (last 5)12.6012.80
skill v1-1.200.67
sot against avg (last 5)2.002.40
sot for avg (last 10)3.405.10
sot for avg (last 3)3.676.00
sot for avg (last 5)4.005.20
squad age26.2525.59
state index0.220.66
sterile dominance v1-1.150.55
threat rate (last 10)0.270.25
threat rate (last 3)0.350.23
threat rate (last 5)0.300.23
travel kmβ€”155.30
venue ppg (last 5)1.001.80