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Birmingham 1–0 Ipswich

← EFL Championship 2017-18 Β· Sat, Mar 31, 02:00 PM UTC Β· ref: R East

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 win48%31%2.03fair
Draw30%31%3.26fair
Ipswich win22%38%4.42value: +67% ⚠

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
13Shots8
3On target1
7Corners6
9Fouls11
2Yellow cards3
0Red cards0

Pre-match form

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

MetricBirminghamIpswich
blown lead rate (last 20)0.050.05
cards avg (last 5)1.801.80
coach days30.001976.00
comeback rate (last 20)0.000.00
congestion 21d2.003.00
conversion (last 5)0.090.06
corner diff avg (last 5)3.601.00
corners against avg (last 5)4.003.60
corners for avg (last 5)7.604.60
corners volatility (last 10)2.872.27
defensive leak (last 5)
0.12
0.10
dominance (last 5)0.540.47
elo1477.021570.21
elo momentum (last 5)-12.85-5.72
form points (last 5)3.007.00
goal diff avg (last 5)-0.40-0.40
goals against avg (last 5)1.601.00
goals for avg (last 5)1.200.60
goals volatility (last 10)1.400.84
h2 goals (last 10)0.600.30
h2h win rate (last 5)0.600.40
ht lead rate (last 20)0.250.25
league points33.0052.00
league rank22.0013.00
matches since blank2.000.00
matches since clean sheet0.002.00
matches since win0.003.00
rest days13.9613.96
season ppg0.871.37
shot diff avg (last 5)1.40-1.20
shots for avg (last 5)12.809.40
state index-0.19-0.01
travel kmβ€”210.30
venue ppg (last 5)1.202.00