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Birmingham 1–0 Bolton

← Premier League 2005-06 Β· Tue, Apr 4, 02:00 PM UTC Β· ref: C Foy

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
Bolton win37%46%2.50value: +15%
Birmingham win34%42%2.75value: +15%
Draw29%12%3.20fair

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

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

Match stats

1Half-time score0
7Shots8
2On target1
5Corners2
12Fouls7
1Yellow cards0
0Red cards0

Pre-match form

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

MetricBirminghamBolton
blown lead rate (last 20)0.000.10
cards avg (last 5)1.401.20
coach days1585.002377.00
comeback rate (last 20)0.000.00
congestion 21d3.003.00
conversion (last 5)0.030.17
corner diff avg (last 5)0.60-0.20
corners against avg (last 5)5.605.80
corners for avg (last 5)6.205.60
corners volatility (last 10)2.471.65
defensive leak (last 5)
0.16
0.17
dominance (last 5)0.400.54
elo1427.451592.68
elo momentum (last 5)-15.50-21.15
form points (last 5)2.006.00
goal diff avg (last 5)-1.200.20
goals against avg (last 5)1.402.00
goals for avg (last 5)0.202.20
goals volatility (last 10)1.551.03
h2 goals (last 10)0.500.90
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.150.35
league points25.0048.00
league rank19.007.00
matches since blank0.0010.00
matches since clean sheet0.002.00
matches since win5.002.00
rest days3.003.00
season ppg0.811.60
shot diff avg (last 5)-3.002.20
shots for avg (last 5)7.4012.80
state index-0.95-0.01
travel kmβ€”130.70
venue ppg (last 5)1.000.60