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AS Roma 1–0 Bologna FC 1909

← Serie A 2017-18 · Sat, Oct 28, 02:00 PM UTC · ref: Michael Fabbri, Italy

The betting picturemarket vs our model, market by market

“Market” = what bookmaker prices imply after removing their margin — the world's best guess. “Model” = 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) — it's never about picking the winner.

Who wins? (90 minutes)

OutcomeMarket saysModel saysBest priceVerdict
AS Roma win74%84%1.33value: +12%
Draw17%11%5.64fair
Bologna FC 1909 win9%5%10.81fair

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

Timeline

33'⚽Stephan El Shaarawy · AS Roma
48'🟨Andrea Poli · Bologna FC 1909
50'🟨Erick Pulgar · Bologna FC 1909
69'🟨Bruno Petković · Bologna FC 1909
71'🟨Daniele De Rossi · AS Roma
72'🟨Filip Helander · Bologna FC 1909

from ESPN event data · goals, cards and shootout kicks

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

Match stats

1Half-time score0
15Shots10
3On target2
7Corners5
10Fouls13
1Yellow cards4
0Red cards0

Pre-match form

What each side looked like walking in — computed only from games before this one.

MetricAS RomaBologna FC 1909
accuracy ratio (last 10)0.280.30
accuracy ratio (last 3)0.190.16
accuracy ratio (last 5)0.310.31
blown lead rate (last 20)0.050.05
box share (last 5)0.580.55
cards avg (last 5)0.803.00
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStadio Olimpico
coach days149.00758.00
comeback rate (last 20)0.000.05
congestion 21d3.003.00
conversion (last 5)0.090.11
corner diff avg (last 5)2.80-1.60
corners against avg (last 5)3.206.40
corners for avg (last 5)6.004.80
corners volatility (last 10)3.172.74
defensive leak (last 5)0.030.07
dominance (last 5)0.590.41
elo1933.661626.72
elo momentum (last 5)10.9619.40
eye test v10.30-0.69
eye trend v1-0.56-0.22
first sub minute (last 10)56.3054.80
form points (last 5)12.009.00
goal diff avg (last 5)1.000.20
goals against avg (last 5)0.400.80
goals for avg (last 5)1.401.00
goals volatility (last 10)1.290.57
h2 goals (last 10)0.800.60
h2h win rate (last 5)0.800.20
ht lead rate (last 20)0.600.15
keeper form v10.850.67
league points21.0014.00
league rank5.0011.00
matches since blank2.001.00
matches since clean sheet0.003.00
matches since win0.002.00
pass acc avg (last 5)85.8080.40
possession avg (last 5)58.6047.20
rest days3.003.00
scorer concentration0.540.29
season ppg2.331.40
shot diff avg (last 5)4.00-4.80
shots for avg (last 5)15.008.60
skill v11.560.21
sot against avg (last 5)3.203.60
sot for avg (last 10)5.002.80
sot for avg (last 3)2.671.67
sot for avg (last 5)4.402.80
squad age27.4625.23
state index1.520.35
sterile dominance v10.860.37
threat rate (last 10)0.290.22
threat rate (last 3)0.240.21
threat rate (last 5)0.250.19
venue ppg (last 5)1.801.80