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Bolton 0–1 Birmingham

← EFL Championship 2017-18 Β· Tue, Apr 3, 02:00 PM UTC Β· ref: O Langford

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 win36%30%2.69fair
Draw33%31%2.98fair
Bolton win31%39%3.15value: +24%

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

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

Match stats

0Half-time score1
8Shots10
0On target3
8Corners6
14Fouls7
1Yellow cards1
0Red cards1

Pre-match form

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

MetricBoltonBirmingham
blown lead rate (last 20)0.050.00
cards avg (last 5)1.601.60
coach days671.0033.00
comeback rate (last 20)0.000.00
congestion 21d2.002.00
conversion (last 5)0.100.11
corner diff avg (last 5)1.803.20
corners against avg (last 5)4.604.80
corners for avg (last 5)6.408.00
corners volatility (last 10)2.392.67
defensive leak (last 5)
0.12
0.09
dominance (last 5)0.470.55
elo1534.891487.97
elo momentum (last 5)-4.1115.77
form points (last 5)5.006.00
goal diff avg (last 5)-0.400.20
goals against avg (last 5)1.401.20
goals for avg (last 5)1.001.40
goals volatility (last 10)0.481.25
h2 goals (last 10)0.300.50
h2h win rate (last 5)0.300.70
ht lead rate (last 20)0.300.25
league points39.0036.00
league rank20.0021.00
matches since blank5.003.00
matches since clean sheet1.000.00
matches since win1.000.00
rest days4.003.00
season ppg1.000.92
shot diff avg (last 5)-1.201.80
shots for avg (last 5)10.4012.20
state index0.010.07
travel kmβ€”130.70
venue ppg (last 5)2.000.60