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Birmingham 2–1 Bolton

← Premier League 2010-11 Β· Sat, Apr 2, 02:00 PM UTC Β· ref: M Oliver

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 win37%37%2.60fair
Bolton win34%29%2.88fair
Draw29%34%3.25value: +11%

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
9Shots19
6On target12
8Corners9
11Fouls16
0Yellow cards2
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)0.050.05
cards avg (last 5)1.802.20
coach days1248.004201.00
comeback rate (last 20)0.000.00
congestion 21d1.001.00
conversion (last 5)0.110.11
corner diff avg (last 5)-2.600.00
corners against avg (last 5)6.406.00
corners for avg (last 5)3.806.00
corners volatility (last 10)1.901.73
defensive leak (last 5)
0.14
0.10
dominance (last 5)0.390.51
elo1622.771665.12
elo momentum (last 5)-30.6922.85
form points (last 5)4.007.00
goal diff avg (last 5)-0.800.20
goals against avg (last 5)1.601.20
goals for avg (last 5)0.801.40
goals volatility (last 10)0.670.94
h2 goals (last 10)0.600.60
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.150.30
league points31.0040.00
league rank19.008.00
matches since blank3.000.00
matches since clean sheet4.003.00
matches since win4.001.00
rest days13.9613.96
season ppg1.071.33
shot diff avg (last 5)-5.000.60
shots for avg (last 5)8.4012.40
state index-0.280.53
travel kmβ€”130.70
venue ppg (last 5)1.000.20