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Atalanta BC 3–1 AS Roma

← Serie A 2022-23 · Mon, Apr 24, 06:45 PM UTC · ref: M. Irrati

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
Atalanta BC win39%44%2.46value: +8%
AS Roma win31%28%3.18fair
Draw30%29%3.31fair

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

Asian handicap

OutcomeMarket saysBest price
AS Roma −0.2553%1.84
Atalanta BC −0.2547%2.10

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under57%55%1.69fair
Over43%45%2.29value: +4%

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

Timeline

30'🟨Marten de Roon · Atalanta BC
39'⚽Mario Pašalić · Atalanta BC
60'🟨Ola Solbakken · AS Roma
74'⚽Rafael Tolói · Atalanta BC
83'⚽Lorenzo Pellegrini · AS Roma
84'⚽Teun Koopmeiners · Atalanta BC
86'🟨José Luis Palomino · Atalanta BC
90'🟨Teun Koopmeiners · Atalanta BC

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
7Shots14
4On target1
3Corners4
15Fouls11
3Yellow cards1
0Red cards0

Pre-match form

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

MetricAtalanta BCAS Roma
accuracy ratio (last 10)0.310.31
accuracy ratio (last 3)0.300.38
accuracy ratio (last 5)0.320.33
blown lead rate (last 20)0.050.00
box share (last 5)0.690.66
cards avg (last 5)2.601.00
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueGewiss Stadium
coach days2518.00662.00
comeback rate (last 20)0.100.00
congestion 21d2.004.00
conversion (last 5)0.100.13
corner diff avg (last 5)2.602.20
corners against avg (last 5)3.404.40
corners for avg (last 5)6.006.60
corners volatility (last 10)3.692.71
defensive leak (last 5)0.120.06
dominance (last 5)0.460.56
elo1790.661838.86
elo momentum (last 5)-14.9824.57
eye test v10.051.91
eye trend v1-0.210.72
first sub minute (last 10)50.2047.80
form points (last 5)7.0012.00
goal diff avg (last 5)-0.201.40
goals against avg (last 5)1.400.40
goals for avg (last 5)1.201.80
goals volatility (last 10)1.101.27
h2 goals (last 10)0.600.90
h2h win rate (last 5)0.500.50
ht lead rate (last 20)0.300.35
keeper form v1—0.82
league points49.0056.00
league rank7.005.00
matches since blank1.002.00
matches since clean sheet5.001.00
matches since win2.000.00
pass acc avg (last 5)79.6081.00
possession avg (last 5)50.8046.00
rest days7.003.99
scorer concentration0.240.19
season ppg1.631.87
shot diff avg (last 5)-0.604.00
shots for avg (last 5)13.2014.80
skill v10.391.16
solidity v1-0.291.39
sot against avg (last 5)5.002.80
sot for avg (last 10)4.705.00
sot for avg (last 3)3.677.67
sot for avg (last 5)4.007.00
squad age28.4629.32
state index0.411.10
sterile dominance v10.19-1.42
threat rate (last 10)0.250.32
threat rate (last 3)0.230.45
threat rate (last 5)0.240.42
venue ppg (last 5)1.400.80
xg against avg (last 5)1.380.71
xg for avg (last 5)1.592.90