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GPT 6 Astra vs Nemotron 3 Ultra

At a glance

OpenAI's new flagship for demanding end-to-end work: advanced analysis, software engineering, deep research, scientific work, and document creation.

1.1M ctx$10.00/$50.00 per M

NVIDIA's open frontier reasoning model for orchestration, coding, and deep research.

203K ctx$0.60/$2.40 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science12%95.8%Factual Recall75.6%
Math
Competition Math15%100.0%
Agentic
Novel Reasoning95.0%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper95%
Reasoning & Knowledge
Graduate Science85.4%Factual Recall—
Math
Competition Math86.7%
Agentic
Novel Reasoning—
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
203K
Context
101K
Max output
Jun 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$10.00/M tokens
Output$50.00/M tokens
Cache read$1.00/M tokens
Cache write$12.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input94%$0.60/M tokens
Output95%$2.40/M tokens
Cache read88%$0.12/M tokens
Chat with GPT 6 AstraGo to model
Chat with Nemotron 3 UltraGo to model
Frequently Asked Questions: GPT 6 Astra vs Nemotron 3 Ultra▼

Which is better, GPT 6 Astra or Nemotron 3 Ultra?

▼

Both GPT 6 Astra and Nemotron 3 Ultra are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, GPT 6 Astra or Nemotron 3 Ultra?

▼

Nemotron 3 Ultra has a lower blended cost. GPT 6 Astra: $10.00 input / $50.00 output. Nemotron 3 Ultra: $0.60 input / $2.40 output.

Which has a larger context window, GPT 6 Astra or Nemotron 3 Ultra?

▼

GPT 6 Astra has a larger context window: GPT 6 Astra supports 1.1M tokens vs Nemotron 3 Ultra at 203K tokens.

Do both GPT 6 Astra and Nemotron 3 Ultra support vision?

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GPT 6 Astra supports vision/image input, but Nemotron 3 Ultra does not.

What are the key differences between GPT 6 Astra and Nemotron 3 Ultra?

▼

Key differences: Nemotron 3 Ultra is significantly cheaper; only GPT 6 Astra supports vision input. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both GPT 6 Astra and Nemotron 3 Ultra for free on idapt.app to see which performs better for your specific needs.

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