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Birmingham 3–0 Hull

← EFL Championship 2017-18 Β· Sat, Mar 17, 03:00 PM UTC Β· ref: T Harrington

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
Hull win41%42%2.39fair
Birmingham win30%29%3.21fair
Draw29%29%3.38fair

across 1 bookmaker Β· probabilities de-vigged (bookmaker margin removed)

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

Match stats

1Half-time score0
13Shots6
8On target1
8Corners5
14Fouls8
1Yellow cards0
0Red cards0

Pre-match form

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

MetricBirminghamHull
blown lead rate (last 20)0.050.15
cards avg (last 5)2.001.80
coach days16.00106.00
comeback rate (last 20)0.000.05
congestion 21d4.004.00
conversion (last 5)0.050.13
corner diff avg (last 5)2.400.40
corners against avg (last 5)4.204.20
corners for avg (last 5)6.604.60
corners volatility (last 10)2.872.79
defensive leak (last 5)
0.16
0.11
dominance (last 5)0.460.61
elo1456.031586.24
elo momentum (last 5)-43.1629.49
form points (last 5)0.0010.00
goal diff avg (last 5)-2.000.80
goals against avg (last 5)2.601.20
goals for avg (last 5)0.602.00
goals volatility (last 10)1.251.26
h2 goals (last 10)0.500.60
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.200.25
league points30.0039.00
league rank22.0018.00
matches since blank1.008.00
matches since clean sheet11.000.00
matches since win7.000.00
rest days7.004.00
season ppg0.811.05
shot diff avg (last 5)-3.206.20
shots for avg (last 5)12.6016.20
squad ageβ€”27.60
state index-1.250.56
travel kmβ€”173.10
venue ppg (last 5)0.601.20