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Birmingham 4–5 Leeds

← EFL Championship 2019-20 · Sun, Dec 29, 03:00 PM UTC · ref: K. Stroud

The betting picturemarket vs our model, market by market

“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = 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) — it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
Leeds win56%44%1.76fair
Draw25%28%3.90value: +8%
Birmingham win19%29%5.25value: +50%

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

Asian handicap

OutcomeMarket saysBest price
Birmingham +0.7550%1.95
Leeds +0.7550%1.99

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

Will there be 3 or more goals?

OutcomeMarket saysBest price
Under52%1.86
Over48%2.04

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

Timeline

15'⚽Hélder Costa · Leeds
21'⚽Jack Harrison · Leeds
27'⚽Jude Bellingham · Birmingham
39'🟨Gary Gardner · Birmingham
48'🟨Wes Harding · Birmingham
61'⚽Lukas Jutkiewicz · Birmingham
62'🟨Kerim Mrabti · Birmingham
63'🟨Lukas Jutkiewicz · Birmingham
69'⚽Luke Ayling · Leeds
71'🟨Kiko Casilla · Leeds
73'🟨

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

Match stats

1Half-time score2
15Shots11
4On target5
7Corners9
10Fouls11
5Yellow cards3
0Red cards0

Pre-match form

What each side looked like walking in — computed only from games before this one.

MetricBirminghamLeeds
accuracy ratio (last 10)0.250.34
accuracy ratio (last 3)0.260.34
accuracy ratio (last 5)0.240.29
blown lead rate (last 20)0.000.10
box share (last 5)0.560.74
cards avg (last 5)2.002.60
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueSt Andrew's Trillion Trophy Stadium
Edward Nketiah · Leeds
83'⚽Jérémie Bela · Birmingham
84'⚽Stuart Dallas · Leeds
88'🟨Luke Ayling · Leeds
90'🟨Jefferson Montero · Birmingham
90'⚽Lukas Jutkiewicz · Birmingham
90'⚽ (og)Wes Harding · Leeds

from ESPN event data · goals, cards and shootout kicks

coach days668.00576.00
comeback rate (last 20)0.000.00
congestion 21d4.004.00
conversion (last 5)0.080.11
corner diff avg (last 5)1.404.00
corners against avg (last 5)4.404.60
corners for avg (last 5)5.808.60
corners volatility (last 10)2.973.57
defensive leak (last 5)0.220.13
dominance (last 5)0.580.62
elo1559.261728.04
elo momentum (last 5)-23.43-2.15
eye test v1-0.360.38
eye trend v10.070.03
first sub minute (last 10)56.8060.90
form points (last 5)4.008.00
goal diff avg (last 5)-1.000.60
goals against avg (last 5)2.201.20
goals for avg (last 5)1.201.80
goals volatility (last 10)0.990.94
h2 goals (last 10)0.801.30
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.150.35
keeper form v10.550.65
league points29.0048.00
league rank17.002.00
matches since blank1.0010.00
matches since clean sheet11.003.00
matches since win4.003.00
pass acc avg (last 5)69.8078.80
possession avg (last 5)49.0065.00
rest days3.002.91
scorer concentration0.270.27
season ppg1.212.00
shot diff avg (last 5)3.806.60
shots for avg (last 5)14.6016.60
skill v1-0.791.19
sot against avg (last 5)3.602.60
sot for avg (last 10)4.005.90
sot for avg (last 3)3.676.33
sot for avg (last 5)3.605.00
squad age26.3226.91
state index-0.490.64
sterile dominance v1-0.790.85
threat rate (last 10)0.300.26
threat rate (last 3)0.320.28
threat rate (last 5)0.300.25
travel km—146.10
venue ppg (last 5)0.802.00