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Bologna FC 1909 1–1 AS Roma

← Serie A 2017-18 Β· Sat, Mar 31, 02:00 PM UTC Β· ref: Massimiliano Irrati, 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 win63%62%1.55fair
Draw21%23%4.66value: +6%
Bologna FC 1909 win16%15%6.08fair

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

Timeline

18'⚽Erick Pulgar · Bologna FC 1909
36'🟨Antonio Santurro · Bologna FC 1909
45'🟨Daniele De Rossi · AS Roma
72'🟨Erick Pulgar · Bologna FC 1909
76'⚽Edin Dzeko · AS Roma
87'🟨Rodrigo Palacio · Bologna FC 1909

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
6Shots17
1On target5
3Corners11
14Fouls7
3Yellow cards1
0Red cards0

Pre-match form

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

MetricBologna FC 1909AS Roma
accuracy ratio (last 10)0.390.35
accuracy ratio (last 3)0.130.41
accuracy ratio (last 5)0.300.36
blown lead rate (last 20)0.050.10
box share (last 5)0.580.50
cards avg (last 5)2.400.80
Everything else we hold on this match Β· 1 more recorded fact β€” tap to expand
venueStadio Renato Dall'Ara
coach days
912.00
303.00
comeback rate (last 20)0.050.00
congestion 21d2.001.00
conversion (last 5)0.120.15
corner diff avg (last 5)-4.002.20
corners against avg (last 5)7.205.00
corners for avg (last 5)3.207.20
corners volatility (last 10)1.273.17
defensive leak (last 5)0.050.06
dominance (last 5)0.330.59
elo1508.441806.01
elo momentum (last 5)12.2719.83
eye test v1-0.850.74
eye trend v1-0.500.01
first sub minute (last 10)47.6067.60
form points (last 5)7.0012.00
goal diff avg (last 5)0.201.40
goals against avg (last 5)0.800.80
goals for avg (last 5)1.002.20
goals volatility (last 10)0.991.66
h2 goals (last 10)0.501.30
h2h win rate (last 5)0.200.80
ht lead rate (last 20)0.150.35
keeper form v10.690.82
league points34.0059.00
league rank11.003.00
matches since blank1.003.00
matches since clean sheet3.000.00
matches since win3.000.00
pass acc avg (last 5)75.4080.60
possession avg (last 5)44.2053.00
rest days12.9612.96
scorer concentration0.230.30
season ppg1.172.03
shot diff avg (last 5)-9.004.00
shots for avg (last 5)8.6016.40
skill v1-0.510.63
sot against avg (last 5)4.205.40
sot for avg (last 10)3.405.80
sot for avg (last 3)1.336.00
sot for avg (last 5)2.805.60
squad ageβ€”26.67
state index-0.071.48
sterile dominance v1-0.06-0.14
threat rate (last 10)0.190.30
threat rate (last 3)0.210.29
threat rate (last 5)0.200.31
venue ppg (last 5)1.802.60