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Bristol City 2–3 Derby

← EFL Championship 2015-16 Β· Tue, Apr 19, 02:00 PM UTC Β· ref: A Davies

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
Derby win40%50%2.42value: +22%
Bristol City win31%24%3.14fair
Draw28%26%3.46fair

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

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

Match stats

2Half-time score1
7Shots15
2On target7
4Corners6
10Fouls5
0Yellow cards1
0Red cards0

Pre-match form

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

MetricBristol CityDerby
blown lead rate (last 20)0.100.00
cards avg (last 5)1.201.40
coach days78.00323.00
comeback rate (last 20)0.050.00
congestion 21d4.004.00
conversion (last 5)0.200.16
corner diff avg (last 5)-2.80-1.20
corners against avg (last 5)6.006.20
corners for avg (last 5)3.205.00
corners volatility (last 10)2.773.62
defensive leak (last 5)
0.08
0.06
dominance (last 5)0.470.54
elo1574.621677.39
elo momentum (last 5)23.1026.78
form points (last 5)8.0012.00
goal diff avg (last 5)1.001.60
goals against avg (last 5)1.400.60
goals for avg (last 5)2.402.20
goals volatility (last 10)1.951.40
h2 goals (last 10)1.001.10
h2h win rate (last 5)0.100.90
ht lead rate (last 20)0.350.20
league points48.0073.00
league rank18.005.00
matches since blank3.006.00
matches since clean sheet4.000.00
matches since win1.000.00
rest days3.003.00
season ppg1.141.74
shot diff avg (last 5)-2.204.00
shots for avg (last 5)11.8015.60
state index0.380.81
venue ppg (last 5)1.400.80