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Sheffield United 3–2 Bristol City

← EFL Championship 2010-11 Β· Sat, Apr 23, 02:00 PM UTC Β· ref: A D'Urso

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
Sheffield United win39%42%2.40fair
Bristol City win32%29%3.00fair
Draw29%29%3.30fair

across 2 bookmakers Β· probabilities de-vigged (bookmaker margin removed)

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

Match stats

2Half-time score1
23Shots10
14On target3
10Corners3
9Fouls17
1Yellow cards1
1Red cards1

Pre-match form

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

MetricSheffield UnitedBristol City
blown lead rate (last 20)0.050.00
cards avg (last 5)2.002.00
coach days4161.00265.00
comeback rate (last 20)0.050.00
congestion 21d4.004.00
conversion (last 5)0.060.09
corner diff avg (last 5)2.201.60
corners against avg (last 5)4.404.80
corners for avg (last 5)6.606.40
corners volatility (last 10)2.762.35
defensive leak (last 5)
0.15
0.12
dominance (last 5)0.530.57
elo1422.191537.42
elo momentum (last 5)-17.56-3.95
form points (last 5)3.007.00
goal diff avg (last 5)-1.200.00
goals against avg (last 5)2.001.00
goals for avg (last 5)0.801.00
goals volatility (last 10)0.921.25
h2 goals (last 10)0.500.90
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.050.30
league points35.0054.00
league rank24.0015.00
matches since blank1.000.00
matches since clean sheet4.001.00
matches since win4.003.00
rest days7.007.00
season ppg0.831.29
shot diff avg (last 5)1.603.00
shots for avg (last 5)14.2013.00
state index-0.77-0.01
venue ppg (last 5)1.201.40