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

Serie A

Roma vs Atalanta Over / Under 2.5 Goals

2026-09-05 · 19:45
Over / Under 2.5 Goals51.4%Under 2.5 goals

Result

Roma 2-1 Atalanta
0 goals before half-time (Roma 0, Atalanta 0)
✕ Under 2.5✓ Under 3.5✕ Yes

We called Under 2.5 at 51.4% and it missed. We called Under 3.5 at 73.2% and it landed. We called Yes at 66.2% and it missed (0 in the match).

Best predictionUnder 2.5 goals · 51.4%Close to a coin-flip, barely a lean. Calibrated, not a tip.
51%

model probability

ConvictionLean

Expert AI analysis

Our model lands on Under 2.5 goals at 51.4%, its strongest read on the Over / Under 2.5 Goals market. The goals picture is built on form: Roma have averaged 3.0 scored and 0.4 conceded, Atalanta 1.4 and 1.0 over their recent games. That fits a balanced goals environment: 48.6% for over 2.5 and 74.1% for at least two goals. Their last 5 meetings have averaged 2.2 goals a game. Roma have gone over 2.5 in 3 of their last 5, Atalanta in 2 of 5. Calibrated against real results, we show the read, not a sure thing.

Over / Under 2.5 Goals

Over 2.548.6%

★ ModelUnder 2.551.4%

Total goals, every line

Line Over Under
0.5 goals 92.0% 8.0%
1.5 goals 74.1% 25.9%
2.5 goals 48.6% 51.4%
3.5 goals 26.8% 73.2%
4.5 goals 12.6% 87.4%
5.5 goals 5.1% 94.9%

Team goal lines

Roma over 0.5

78.3%

Roma over 1.5

45.1%

Roma over 2.5

19.9%

Atalanta over 0.5

66.3%

Atalanta over 1.5

29.7%

Atalanta over 2.5

9.8%

First-half goals

Line Over Under
0.5 goals 66.2% 33.8%
1.5 goals 29.5% 70.5%
2.5 goals 9.6% 90.4%

Second-half goals

Line Over Under
0.5 goals 74.0% 26.0%
1.5 goals 39.0% 61.0%
2.5 goals 15.4% 84.6%

Goals distribution

The model’s probability for the total number of goals, the shape behind every goals market. The 5+ bar groups every result with five or more goals.

8.0%

0

17.9%

1

25.5%

2

21.7%

3

14.2%

4

12.0%

5+

In-depth analysis

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

Looking at totals, the model sees 48.6% for three or more goals and 74.1% for at least two, painting a balanced picture. Given Roma favoured at 48.2%, a competitive game tends to open up.

Every figure is the model’s own calibrated read, not advice. 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: 51.4% on Over / Under 2.5 Goals, graded against real out-of-sample results, no odds attached.
The TacticianProjects 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.

Match outlook

Roma48.2%

Draw25.9%

Atalanta25.9%

The model leans Roma to win. See the full prediction →

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.

Recent trends

RomaBTTS 1/5Over 2.5 3/5
AtalantaBTTS 3/5Over 2.5 2/5

How often both teams scored and the match went over 2.5 in each side’s recent games.

FAQ

Were there over 2.5 goals in Roma vs Atalanta?
We rated Over 2.5 goals at 48.6%. The match finished with 3 goals (2-1), over 2.5.

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.

Over / Under 2.5 Goals accuracy

How our Over / Under 2.5 Goals calls have actually performed, graded out-of-sample against real results.

55.6%Best Over / Under 2.5 Goals call, hit rate
0.0201Calibration error
55,318Matches graded

In 20,656 matches we rated like this one (40–50%), Over / Under 2.5 Goals actually happened 47.0% of the time.

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

Our last 10 Over / Under 2.5 Goals calls

The model’s most recent graded Over / Under 2.5 Goals predictions, out-of-sample. Green means the call hit, red means it missed. The number is the model confidence on each.

✓ 51.4%✗ 53.4%✗ 62.5%✓ 53.8%✓ 58.7%✗ 52.9%✓ 54.8%✓ 58.9%✓ 66.0%✗ 58.8%
6 of 10 recent calls hit.
Estrela vs Sp Braga2026-09-10Over 51.4%Hit
Panathinaikos vs Kifisia2026-09-10Under 53.4%Miss
Twente vs Telstar2026-09-09Over 62.5%Miss
Moreirense vs Benfica2026-09-09Over 53.8%Hit
Derby vs West Brom2026-09-09Under 58.7%Hit

More Serie A, Over / Under 2.5 Goals

All Over / Under 2.5 Goals predictions →

Related

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.