Roma vs Atalanta prediction & probabilities (2026-09-05)

Serie A

Roma vs Atalanta Double Chance

2026-09-05 · 19:45
Double Chance74.1%Home or Draw

Part of a bigger picture: see the full match page, where this comes from.

Result

Roma 2-1 Atalanta
✓ Roma or Draw

The highest-probability cover, Roma or Draw (74.1%), landed.

Best predictionHome or Draw · 74.1%A clear lean on the model’s numbers. Calibrated, not a tip.
74%

model probability

ConvictionStrong

Expert AI analysis

The headline read is Home or Draw at 74.1%, its strongest read on the Double Chance market. For context, Roma are favoured at 48.2%, a competitive game that shapes how this market plays out. Their last 5 meetings have averaged 2.2 goals a game. It is a calibrated model probability, graded out-of-sample, not a tip.

Double Chance

★ Top coverRoma or Draw74.1%

Draw or Atalanta51.8%

Roma or Atalanta74.1%

Draw no bet

Roma63.9%

Atalanta36.1%

Draw no bet: the draw is taken out and the remaining probability is split between the two sides.

Winning margin

Margin Probability
Roma by 1 22.8%
Roma by 2 14.3%
Roma by 3+ 9.6%
Atalanta by 1 16.1%
Atalanta by 2 7.3%
Atalanta by 3+ 3.1%
Draw 25.9%

Goal handicap

Roma line Roma Atalanta
-1.5 24.0% 76.0%
-0.5 46.8% 53.2%
+0.5 73.6% 26.4%
+1.5 89.6% 10.4%

Double chance trades a slice of return for a wider safety net. The highest-probability cover is Roma or draw on the model numbers.

In-depth analysis

48.2%Favoured: Roma
52.5%Both Teams to Score
48.6%Over 2.5 goals

On the result, Roma are favoured at 48.2%. How the game flows often matters more here than the pre-match favourite.

These are calibrated model probabilities, not tips. Calibration is our edge, not beating the market.

Model lenses

Different analytical lenses our model applies to the same calibrated data, not separate tipsters, and never a tip.

The CalibratorRaw model read: 74.1% on Double Chance, graded against real out-of-sample results, no odds attached.
The TacticianSees a balanced game from the 48.6% over 2.5 read.
The ScoutRoma are the model’s pick on the result at 48.2%, a lean on probability, never on price.
The RealistThis one sits near a coin-flip, the honest read is low conviction, no strong lean.

Key players

D

Donyell MalenRoma · 4.13 shots/90
To score 35.1%

G

Gianluca ScamaccaAtalanta · 3.66 shots/90
To score 30.9%

This season’s squad only, rated on recent form; a watch list, not a confirmed lineup.

Form & head-to-head

RomaWWWWW
AtalantaWLDWW

Last 5 meetings: Roma 0 · 1 draws · Atalanta 4 · 2.2 goals/game.

FAQ

Which double chance landed in Roma vs Atalanta?
Home or Draw was the highest-probability cover at 74.1%; it landed, final score 2-1.

How is this probability calculated?
We fit a goals and markets model (Dixon-Coles plus an xG strength model and an ensemble) on real match data, then calibrate the output against out-of-sample results. It is a calibrated model probability, not an odds-derived tip.

Is this a betting tip?
No – these are calibrated model probabilities, graded against real results. We publish our full track record, including the misses, and never claim to beat the closing market.

Double Chance accuracy

How our Double Chance calls have actually performed, graded out-of-sample against real results.

75.8%Best Double Chance call, hit rate
0.0097Calibration error
55,318Matches graded

In 39,986 matches we rated like this one (70–80%), Double Chance actually happened 73.4% of the time.

Predictions & track record updated 13 Sep 2026. See the full, dated track record →

Our last 10 Double Chance calls

The model’s most recent graded Double Chance predictions, out-of-sample. Green means the call hit, red means it missed. The number is the model confidence on each.

✗ 78.1%✓ 80.2%✓ 81.4%✓ 84.3%✗ 71.2%✓ 72.9%✗ 71.7%✓ 77.1%✓ 81.1%✓ 70.6%
7 of 10 recent calls hit.
Estrela vs Sp Braga2026-09-10Draw or Away 78.1%Miss
Panathinaikos vs Kifisia2026-09-10Home or Draw 80.2%Hit
Twente vs Telstar2026-09-09Home or Draw 81.4%Hit
Moreirense vs Benfica2026-09-09Draw or Away 84.3%Hit
Derby vs West Brom2026-09-09Home or Draw 71.2%Miss

More Serie A, Double Chance

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Model probabilities, calibration-graded, not a tip. We publish our track record, including the misses. 18+. For information only, not betting advice. If gambling is a problem, visit BeGambleAware.