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

Serie A

Roma vs Atalanta Shots

2026-09-05 · 19:45
Shots47.4%Over 24.5 shots

Result

Roma 2-1 Atalanta
45 shots (Roma 39, Atalanta 6)
12 on target (Roma 10, Atalanta 2)
19 shots in the first half (Roma 18, Atalanta 1)
26 shots in the second half (Roma 21, Atalanta 5)
✕ Under 24.5✓ Over 7.5

We called Under 24.5 at 52.6% and it missed (45 in the match). We called Over 7.5 at 58.1% and it landed (12 in the match).

Best predictionOver 24.5 shots · 47.4%Close to a coin-flip, barely a lean. Calibrated, not a tip.
47%

model probability

ConvictionLean

Expert AI analysis

The headline read is Over 24.5 shots at 47.4%, its strongest read on the Shots market. The total-shots ladder runs from 59.5% for over 22.5 to 25.7% for over 28.5, with over 24.5 the closest line to a coin-flip at 47.4%. Head to head on shots, Roma are the model’s pick to have more shots at 62.8%, with a level count at 5.7%. Calibrated against real results, we show the read, not a sure thing.

Shots

Over 22.559.5%

Over 24.547.4%

Over 26.535.9%

Over 28.525.7%

Total shots, every line

Line Over Under
22.5 shots 59.5% 40.6%
24.5 shots 47.4% 52.6%
26.5 shots 35.9% 64.1%
28.5 shots 25.7% 74.3%

Who takes more shots

★ ModelRoma62.8%

Level5.7%

Atalanta31.6%

Team shot lines

Roma over 10.5

71.1%

Roma over 12.5

55.4%

Roma over 14.5

39.9%

Atalanta over 10.5

49.8%

Atalanta over 12.5

32.8%

Atalanta over 14.5

19.7%

Shot handicap

Roma line Roma Atalanta
-4.5 38.6% 61.4%
-2.5 50.7% 49.3%
-0.5 62.8% 37.2%
+0.5 68.5% 31.6%

Shots on target

Line Over Under
6.5 shots on target 69.2% 30.8%
7.5 shots on target 58.1% 41.9%
8.5 shots on target 47.0% 53.0%
9.5 shots on target 36.7% 63.3%

Shot volume tracks territory and game state more than the scoreline, below are the model total-shot probabilities. It edges Roma.

In-depth analysis

47.4%Over 24.5 shots
62.8%Most shots: Roma
55.4%Roma over 12.5 shots
32.8%Atalanta over 12.5 shots
58.1%Over 7.5 on target

By team, Roma over 12.5 shots sits at 55.4% and Atalanta at 32.8%.

These are calibrated model probabilities, not tips. We grade every call after the match.

Model lenses

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

The CalibratorRaw model read: 47.4% on Shots, graded against real out-of-sample results, no odds attached.
The Volume ReaderRoma are the pick to have more shots at 62.8%, shot volume follows the side that keeps the ball in the final third.
The Line SetterThe fairest total line is 24.5 shots: over sits at 47.4%, the closest to a coin-flip on the ladder.
The RealistOver 24.5 is a coin-flip in the model, the honest read is low conviction, no strong lean.

FAQ

How many shots in Roma vs Atalanta?
Before kickoff, the model rated over 24.5 total shots at 47.4% for Roma vs Atalanta.

Which team will have more shots in Roma vs Atalanta?
Before kickoff, the model rated Roma to take more shots at 62.8%.

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.

Shots accuracy

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

58.8%Best Shots call, hit rate
0.0345Calibration error
50,161Matches graded

In 16,635 matches we rated like this one (40–50%), Shots actually happened 47.0% of the time.

Predictions & track record updated 12 Sep 2026. See the full, dated track record →

Our last 10 Shots calls

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

✓ 57.6%✓ 58.4%✓ 62.2%✗ 56.0%✓ 56.6%✗ 55.1%✓ 51.6%✓ 64.8%✓ 61.9%✗ 55.5%
7 of 10 recent calls hit.
Estrela vs Sp Braga2026-09-10Under 24.5 57.6%Hit
Panathinaikos vs Kifisia2026-09-10Under 24.5 58.4%Hit
Twente vs Telstar2026-09-09Over 24.5 62.2%Hit
Moreirense vs Benfica2026-09-09Under 24.5 56.0%Miss
Derby vs West Brom2026-09-09Under 24.5 56.6%Hit

More Serie A, Shots

All Shots predictions →

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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.