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AS Roma 1–1 Atalanta BC

← Serie A 2025-26 · Sat, Apr 18, 06:45 PM UTC · ref: M. Marcenaro

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 win39%38%2.40fair
Atalanta BC win32%31%2.90fair
Draw28%31%3.30fair

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

Asian handicap

OutcomeMarket saysBest price
Atalanta BC −0.2554%1.78
AS Roma −0.2546%2.10

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

Will there be 3 or more goals?

OutcomeMarket saysModel saysBest priceVerdict
Under51%58%1.90value: +10%
Over49%42%1.95fair

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

Timeline

12'⚽Nikola Krstović · Atalanta BC
45'⚽Mario Hermoso · AS Roma
65'🟨Éderson · Atalanta BC
75'🟨Niccolò Pisilli · AS Roma
90'🟨Berat Djimsiti · 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 score1
19Shots8
9On target2
7Corners6
4Fouls14
1Yellow cards2
0Red cards0

Pre-match form

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

MetricAS RomaAtalanta BC
accuracy ratio (last 10)0.270.38
accuracy ratio (last 3)0.280.26
accuracy ratio (last 5)0.300.35
blown lead rate (last 20)0.100.05
box share (last 5)0.760.68
cards avg (last 5)1.601.20
Everything else we hold on this match · 1 more recorded fact — tap to expand
venueStadio Olimpico
coach days
291.00
260.00
comeback rate (last 20)0.000.05
congestion 21d2.002.00
conversion (last 5)0.230.10
corner diff avg (last 5)0.202.00
corners against avg (last 5)4.603.20
corners for avg (last 5)4.805.20
corners volatility (last 10)3.403.87
defensive leak (last 5)0.110.09
dominance (last 5)0.400.58
elo1818.671814.32
elo momentum (last 5)-26.88-1.10
eye test v1-0.430.51
eye trend v10.05-0.54
first sub minute (last 10)53.0054.50
form points (last 5)6.007.00
goal diff avg (last 5)-0.200.00
goals against avg (last 5)2.201.20
goals for avg (last 5)2.001.20
goals volatility (last 10)0.941.17
h2 goals (last 10)1.101.20
h2h win rate (last 5)0.100.90
ht lead rate (last 20)0.350.45
keeper form v10.650.74
league points57.0053.00
league rank6.007.00
matches since blank11.000.00
matches since clean sheet0.001.00
matches since win0.001.00
pass acc avg (last 5)81.6084.20
possession avg (last 5)53.0049.20
rest days8.007.00
scorer concentration0.200.22
season ppg1.781.66
shot diff avg (last 5)-5.005.00
shots for avg (last 5)8.4015.80
skill v10.320.63
solidity v1-1.030.29
sot against avg (last 5)6.603.20
sot for avg (last 10)3.105.30
sot for avg (last 3)2.674.00
sot for avg (last 5)3.204.60
squad age29.2028.19
state index0.520.72
sterile dominance v10.65-0.19
threat rate (last 10)0.220.30
threat rate (last 3)0.180.28
threat rate (last 5)0.210.30
venue ppg (last 5)2.000.80
xg against avg (last 5)1.481.43
xg for avg (last 5)1.271.77