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AS Roma 3–1 Spal

← Serie A 2017-18 Β· Fri, Dec 1, 03:00 PM UTC Β· ref: Rosario Abisso, 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
AS Roma win78%85%1.25value: +7%
Draw15%11%6.50fair
Spal win6%4%15.20fair

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

Timeline

9'πŸŸ₯Felipe Β· Spal
19'⚽Edin Dzeko · AS Roma
22'🟨Maxime Gonalons · AS Roma
32'⚽Kevin Strootman · AS Roma
53'⚽Lorenzo Pellegrini · AS Roma
55'⚽Federico Viviani · Spal
65'🟨Alberto Grassi · Spal
82'🟨Eros Schiavon · 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

2Half-time score0
37Shots3
15On target2
10Corners0
10Fouls12
1Yellow cards2
0Red cards1

Pre-match form

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

MetricAS RomaSpal
accuracy ratio (last 10)0.330.26
accuracy ratio (last 3)0.400.26
accuracy ratio (last 5)0.310.32
blown lead rate (last 20)0.05β€”
box share (last 5)0.610.56
cards avg (last 5)1.602.40
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStadio Olimpico
coach days183.001096.00
comeback rate (last 20)0.00β€”
congestion 21d2.002.00
conversion (last 5)0.100.12
corner diff avg (last 5)3.20-1.00
corners against avg (last 5)4.004.60
corners for avg (last 5)7.203.60
corners volatility (last 10)2.123.62
defensive leak (last 5)0.060.12
dominance (last 5)0.630.39
elo1832.591526.55
elo momentum (last 5)11.44-0.35
eye test v10.73-0.69
eye trend v10.330.34
first sub minute (last 10)58.9054.70
form points (last 5)13.005.00
goal diff avg (last 5)1.00-0.60
goals against avg (last 5)0.801.60
goals for avg (last 5)1.801.00
goals volatility (last 10)1.370.57
h2 goals (last 10)1.000.40
ht lead rate (last 20)0.45β€”
keeper form v10.830.65
league points31.0010.00
league rank4.0017.00
matches since blank6.005.00
matches since clean sheet3.003.00
matches since win1.003.00
pass acc avg (last 5)83.4075.20
possession avg (last 5)59.2035.80
rest days5.006.00
scorer concentration0.350.27
season ppg2.380.71
shot diff avg (last 5)6.40-5.00
shots for avg (last 5)17.209.00
skill v11.35-1.12
sot against avg (last 5)3.203.80
sot for avg (last 10)5.302.60
sot for avg (last 3)7.003.00
sot for avg (last 5)5.403.00
squad age26.37β€”
state index1.38-0.43
sterile dominance v10.41-0.95
threat rate (last 10)0.280.23
threat rate (last 3)0.300.27
threat rate (last 5)0.300.25
venue ppg (last 5)2.400.20