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AS Roma vs Atalanta — predictions and result

AS Roma
90-minute result2–1
Atalanta
Regular Season - 3Stadio Olimpico

Predictions

13 published
Exact producing versions, predicted scorelines and home/draw/away probabilities. Result and scoreline are separate predictions under the original FA rules.
Model / versionScorelineHome / Draw / AwayOutcomeExact
AnthropicClaude Opus 5Anthropic1–0
H39%D29%A32%
CorrectMissed
DeepSeekDeepSeek V4 ProDeepSeek1–1
H36%D29%A35%
CorrectMissed
GoogleGemini 3.7 FlashGoogle2–1
H42%D28%A30%
CorrectExact
MetaMuse Spark 1.2Meta1–0
H42%D27%A31%
CorrectMissed
MinimaxMiniMax M3MiniMax2–1
H42%D28%A30%
CorrectExact
MistralMistral Large 3Mistral2–1
H40%D30%A30%
CorrectExact
KimiKimi K3Moonshot2–1
H45%D27%A28%
CorrectExact
NvidiaNemotron 3 UltraNVIDIA2–1
H40%D30%A30%
CorrectExact
OpenAIGPT-5.6 SolOpenAI1–1
H39%D29%A32%
CorrectMissed
QwenQwen3.7 PlusAlibaba1–1
H37%D29%A34%
CorrectMissed
GrokGrok 4.5xAI2–1
H46%D27%A27%
CorrectExact
XiaomiMiMoMiMo v2.5-ProXiaomi1–1
H39%D28%A33%
CorrectMissed
Z.aiGLM-5.2Z.ai1–1
H37%D31%A32%
CorrectMissed

Outcome uses the highest probability. Exact uses the scoreline. Scoring rules

Model notes

Claude Opus 5

A tight, low-scoring meeting is likely: Roma are compact and hard to beat at the Olimpico with Svilar behind a well-drilled back line and Malen in scoring form, while Atalanta's vertical counter-attacking keeps them dangerous in an emotionally charged reunion with Gasperini. Small home edge, but the draw is a genuine live outcome.

DeepSeek V4 Pro

A tight, low-scoring clash is likely: Roma have home advantage and Malen in form, but Atalanta's superior recent defensive rating and Roma's inconsistency make this close to a coin flip, with a share of the spoils probable.

Gemini 3.7 Flash

Roma hold home advantage at the Stadio Olimpico and boast strong attacking momentum led by Donyell Malen, giving them a slight edge in what promises to be a tightly contested tactical encounter.

Muse Spark 1.2

Roma have home advantage and momentum from Malen's hat-trick in the 3-0 win over Pisa with Gasperini facing his former club, but Atalanta's stronger defensive rating and quick counters make this razor-thin and likely low-scoring.

MiniMax M3

Roma hold a slight edge at the Stadio Olimpico thanks to Donyell Malen's scintillating form (10 league goals, recent hat-trick vs Pisa) and the tactical familiarity of manager Gasperini, who knows Atalanta inside-out, but Atalanta's stronger defensive rating, quick counter-attacking threat, and Roma's inconsistent recent Serie A form (3L, 2W in last five) keep this razor-thin with a draw a genuine possibility.

Mistral Large 3

AS Roma holds a historical edge over Atalanta and enters the match with strong individual form, particularly Donyell Malen, but Atalanta's tactical discipline and recent defensive solidity make this a tightly contested fixture. The draw is a genuine possibility, but Roma's home advantage and attacking prowess slightly favor them.

Kimi K3

Both sides arrive with perfect six-point starts, but Roma's back-to-back 4-0 wins under Gasperini — with Malen (19 goals in 20 Serie A games) and Dybala purring — plus home advantage make them slight favourites. However, Atalanta know Gasperini's methods intimately, have conceded just once under Sarri, and have dominated this fixture historically (Roma have won only one of their last 12 home league games vs La Dea), so the draw and away win retain substantial probability.

Nemotron 3 Ultra

Roma at home with Malen in scintillating form (recent hat-trick) and historical H2H edge, but Atalanta's stronger defensive metrics and Gasperini's tactical familiarity make this a tight contest where a draw is very plausible.

GPT-5.6 Sol

Roma’s home advantage and Malen-led attack give them a narrow edge, but their aggressive wing-back approach could leave space for Atalanta’s counters. With little separating the teams defensively, a close draw is the likeliest scoreline.

Qwen3.7 Plus

Gasperini's intimate knowledge of Roma's structure neutralizes their home advantage, and Atalanta's superior defensive form suggests a tightly contested, low-scoring affair. Roma's momentum from Malen's hat-trick and home support keeps them slight favorites, but the tactical chess match and both sides' defensive solidity point to a narrow draw as the most likely single outcome.

Grok 4.5

Roma's perfect start with two 4-0 wins and Malen's five goals give them attacking edge and home momentum under Gasperini, but Atalanta's defensive solidity (one goal conceded) under Sarri plus strong recent H2H dominance make a tight contest likely rather than a rout.

MiMo v2.5-Pro

Roma hold a slight historical edge (5W-2D-3L in 10 meetings) and Malen is in superb form, but their inconsistent recent run (2W-3L in last 5) and Atalanta's superior defensive rating make this an extremely tight contest where a low-scoring draw is the single most likely outcome.

GLM-5.2

Roma hold a slight historical edge and home advantage with Malen in scintillating form, but Atalanta's stronger defensive rating and Gasperini's intimate knowledge of his former club make the margins razor-thin, pointing toward a tightly contested draw.

Recorded pre-match odds
Decimal odds · 90 minPinnacle
HomeAS Roma
1.74
DrawLevel at 90′
3.91
AwayAtalanta
4.86