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Crystal Palace 2–2 Derby

← EFL Championship 2010-11 Β· Sat, Mar 19, 03:00 PM UTC Β· ref: J Moss

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
Crystal Palace win39%41%2.45fair
Derby win32%29%3.00fair
Draw29%30%3.25fair

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

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

Match stats

1Half-time score1
12Shots6
7On target4
3Corners1
14Fouls15
1Yellow cards1
0Red cards0

Pre-match form

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

MetricCrystal PalaceDerby
blown lead rate (last 20)0.150.15
cards avg (last 5)2.601.60
coach days1265.00807.00
comeback rate (last 20)0.000.00
congestion 21d4.005.00
conversion (last 5)0.190.29
corner diff avg (last 5)-2.20-1.40
corners against avg (last 5)5.407.00
corners for avg (last 5)3.205.60
corners volatility (last 10)1.341.35
defensive leak (last 5)
0.11
0.10
dominance (last 5)0.350.37
elo1475.831473.29
elo momentum (last 5)-1.56-2.36
form points (last 5)4.007.00
goal diff avg (last 5)-0.40-0.20
goals against avg (last 5)1.401.20
goals for avg (last 5)1.001.00
goals volatility (last 10)0.880.67
h2 goals (last 10)0.400.20
h2h win rate (last 5)0.700.30
ht lead rate (last 20)0.250.30
league points38.0043.00
league rank21.0019.00
matches since blank2.002.00
matches since clean sheet1.002.00
matches since win1.000.00
rest days7.007.00
season ppg1.031.16
shot diff avg (last 5)-5.80-3.60
shots for avg (last 5)6.208.80
state index-0.32-0.44
travel kmβ€”192.50
venue ppg (last 5)2.201.00