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AS Roma 1–3 Bologna FC 1909

← Serie A 2023-24 · Mon, Apr 22, 04:30 PM UTC · ref: F. Maresca

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 win41%43%2.39fair
Draw33%28%2.99fair
Bologna FC 1909 win27%29%3.63value: +5%

across 3 bookmakers · probabilities de-vigged (bookmaker margin removed)

Asian handicap

OutcomeMarket saysBest price
Bologna FC 1909 −0.2552%1.91
AS Roma −0.2548%2.02

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under64%51%1.51fair
Over36%49%2.72value: +34%

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

Timeline

6'🟨Leandro Paredes · AS Roma
6'🟨Joshua Zirkzee · Bologna FC 1909
13'🟨Angeliño · AS Roma
14'⚽Oussama El Azzouzi · Bologna FC 1909
33'🟨Lorenzo Pellegrini · AS Roma
40'🟨Stephan El Shaarawy · AS Roma
45'⚽Joshua Zirkzee · Bologna FC 1909
55'⚽Sardar Azmoun · AS Roma
63'🟨Diego Llorente · AS Roma
63'🟨Remo Freuler · Bologna FC 1909
65'⚽Alexis Saelemaekers

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

Match stats

0Half-time score2
14Shots11
5On target3
8Corners2
8Fouls12
5Yellow cards2
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)0.380.35
accuracy ratio (last 3)0.330.34
accuracy ratio (last 5)0.340.32
blown lead rate (last 20)0.100.00
box share (last 5)0.670.60
cards avg (last 5)2.001.80
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStadio Olimpico
· Bologna FC 1909

from ESPN event data · goals, cards and shootout kicks

coach days
112.00
599.00
comeback rate (last 20)0.050.10
congestion 21d3.002.00
conversion (last 5)0.140.05
corner diff avg (last 5)-3.802.60
corners against avg (last 5)7.003.40
corners for avg (last 5)3.206.00
corners volatility (last 10)1.723.29
defensive leak (last 5)0.040.04
dominance (last 5)0.450.68
elo1818.251765.23
elo momentum (last 5)29.21-4.32
eye test v1-0.490.78
eye trend v1-0.07-0.13
first sub minute (last 10)53.2062.30
form points (last 5)13.008.00
goal diff avg (last 5)0.800.60
goals against avg (last 5)0.200.20
goals for avg (last 5)1.000.80
goals volatility (last 10)1.481.35
h2 goals (last 10)1.300.90
h2h win rate (last 5)0.400.60
ht lead rate (last 20)0.400.30
keeper form v1—0.79
league points55.0059.00
league rank5.004.00
matches since blank3.000.00
matches since clean sheet1.000.00
matches since win0.002.00
pass acc avg (last 5)82.8088.80
possession avg (last 5)50.4065.80
rest days3.908.91
scorer concentration0.220.21
season ppg1.771.84
shot diff avg (last 5)-4.008.80
shots for avg (last 5)11.4016.60
skill v10.161.72
solidity v10.841.61
sot against avg (last 5)3.602.40
sot for avg (last 10)3.805.20
sot for avg (last 3)3.005.00
sot for avg (last 5)3.205.40
squad age29.9425.84
state index1.281.01
sterile dominance v10.571.25
threat rate (last 10)0.210.25
threat rate (last 3)0.240.22
threat rate (last 5)0.210.25
venue ppg (last 5)3.002.20
xg against avg (last 5)1.070.66
xg for avg (last 5)0.951.77