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Norwich 3–1 Aston Villa

← EFL Championship 2017-18 Β· Sat, Apr 7, 02:00 PM UTC Β· ref: P Bankes

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
Aston Villa win40%34%2.46fair
Norwich win31%38%3.10value: +17%
Draw29%28%3.38fair

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
14Shots10
6On target2
5Corners7
18Fouls13
4Yellow cards3
0Red cards0

Pre-match form

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

MetricNorwichAston Villa
blown lead rate (last 20)0.050.00
cards avg (last 5)2.601.60
coach days341.00553.00
comeback rate (last 20)0.100.05
congestion 21d3.003.00
conversion (last 5)0.130.11
corner diff avg (last 5)2.803.00
corners against avg (last 5)3.204.20
corners for avg (last 5)6.007.20
corners volatility (last 10)2.504.06
defensive leak (last 5)
0.19
0.09
dominance (last 5)0.480.61
elo1587.801687.36
elo momentum (last 5)-34.60-14.70
form points (last 5)4.007.00
goal diff avg (last 5)-1.000.60
goals against avg (last 5)2.601.00
goals for avg (last 5)1.601.60
goals volatility (last 10)1.141.62
h2 goals (last 10)0.401.40
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.250.25
league points52.0073.00
league rank14.004.00
matches since blank1.001.00
matches since clean sheet5.000.00
matches since win2.000.00
rest days5.004.00
season ppg1.301.82
shot diff avg (last 5)-1.806.40
shots for avg (last 5)13.4015.20
state index-0.390.57
travel kmβ€”216.20
venue ppg (last 5)1.201.40