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Millwall 2–0 Bristol City

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

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
Millwall win45%42%2.15fair
Draw28%29%3.42fair
Bristol City win26%29%3.71value: +7%

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
12Shots11
6On target0
3Corners7
14Fouls6
1Yellow cards0
0Red cards0

Pre-match form

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

MetricMillwallBristol City
blown lead rate (last 20)0.150.10
cards avg (last 5)1.802.20
coach days1133.00796.00
comeback rate (last 20)0.050.00
congestion 21d3.003.00
conversion (last 5)0.150.09
corner diff avg (last 5)-2.20-2.00
corners against avg (last 5)7.006.00
corners for avg (last 5)4.804.00
corners volatility (last 10)1.432.64
defensive leak (last 5)
0.05
0.05
dominance (last 5)0.450.32
elo1651.081615.56
elo momentum (last 5)38.99-18.04
form points (last 5)13.005.00
goal diff avg (last 5)1.20-0.20
goals against avg (last 5)0.601.00
goals for avg (last 5)1.800.80
goals volatility (last 10)0.531.35
h2 goals (last 10)0.700.40
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.450.30
league points62.0062.00
league rank7.009.00
matches since blank11.000.00
matches since clean sheet1.002.00
matches since win1.002.00
rest days5.005.00
season ppg1.551.55
shot diff avg (last 5)-2.40-10.00
shots for avg (last 5)13.206.80
state index0.86-0.25
venue ppg (last 5)2.200.60