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Spal 1–1 Atalanta BC

← Serie A 2017-18 Β· Sat, Apr 7, 02:00 PM UTC Β· ref: Antonio Damato, Italy

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
Atalanta BC win54%55%1.81fair
Draw26%28%3.68fair
Spal win20%17%4.95fair

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

Timeline

30'🟨Thiago Cionek · Spal
39'⚽Thiago Cionek · Spal
42'🟨Andrea Petagna · Atalanta BC
54'🟨Manuel Lazzari · Spal
75'🟨Remo Freuler · Atalanta BC
78'⚽ (pen)Marten de Roon · Atalanta BC
79'🟨Jasmin KurtiΔ‡ Β· Spal

from ESPN event data Β· goals, cards and shootout kicks

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

Match stats

1Half-time score0
8Shots19
4On target6
3Corners3
10Fouls24
3Yellow cards2
0Red cards0

Pre-match form

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

MetricSpalAtalanta BC
accuracy ratio (last 10)0.270.28
accuracy ratio (last 3)0.320.28
accuracy ratio (last 5)0.320.22
blown lead rate (last 20)0.100.05
box share (last 5)0.380.66
cards avg (last 5)4.202.20
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStadio Paolo Mazza
coach days
1223.00
675.00
comeback rate (last 20)0.000.00
congestion 21d2.003.00
conversion (last 5)0.140.08
corner diff avg (last 5)-3.203.40
corners against avg (last 5)6.405.00
corners for avg (last 5)3.208.40
corners volatility (last 10)1.582.78
defensive leak (last 5)0.050.07
dominance (last 5)0.360.63
elo1514.161693.03
elo momentum (last 5)30.195.09
eye test v1-0.890.52
eye trend v10.060.35
first sub minute (last 10)69.5064.40
form points (last 5)9.009.00
goal diff avg (last 5)0.401.00
goals against avg (last 5)0.800.80
goals for avg (last 5)1.201.80
goals volatility (last 10)0.921.35
h2 goals (last 10)0.601.10
ht lead rate (last 20)0.150.25
keeper form v10.710.64
league points26.0047.00
league rank17.007.00
matches since blank1.003.00
matches since clean sheet1.001.00
matches since win3.001.00
pass acc avg (last 5)79.6084.60
possession avg (last 5)49.4059.60
rest days7.004.00
scorer concentration0.240.19
season ppg0.871.57
shot diff avg (last 5)-5.608.40
shots for avg (last 5)7.4018.40
skill v10.281.50
sot against avg (last 5)3.401.80
sot for avg (last 10)2.404.80
sot for avg (last 3)2.006.33
sot for avg (last 5)2.605.00
squad ageβ€”25.73
state index0.010.79
sterile dominance v10.800.41
threat rate (last 10)0.180.27
threat rate (last 3)0.110.33
threat rate (last 5)0.150.31
venue ppg (last 5)1.001.40