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Nemotron Cascade 2 vs GPT 6 Astra

At a glance

NVIDIA's open 30B MoE model with strong reasoning and agentic ability.

262K ctx

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
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
No benchmarks available

This model hasn't been benchmarked yet.

Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science95.8%Factual Recall75.6%
Math
Competition Math100.0%
Agentic
Novel Reasoning95.0%
Specs
262K
Context
16K
Max output
—
Released
1.1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Pricing not available
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
Chat with Nemotron Cascade 2Go to model
Chat with GPT 6 AstraGo to model
Frequently Asked Questions: Nemotron Cascade 2 vs GPT 6 Astra▼

Which is better, Nemotron Cascade 2 or GPT 6 Astra?

▼

Both Nemotron Cascade 2 and GPT 6 Astra 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 has a larger context window, Nemotron Cascade 2 or GPT 6 Astra?

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GPT 6 Astra has a larger context window: Nemotron Cascade 2 supports 262K tokens vs GPT 6 Astra at 1.1M tokens.

Do both Nemotron Cascade 2 and GPT 6 Astra support vision?

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GPT 6 Astra supports vision/image input, but Nemotron Cascade 2 does not.

What are the key differences between Nemotron Cascade 2 and GPT 6 Astra?

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Key differences: only GPT 6 Astra supports vision input. Compare full specs on this page.

Which model should I choose for my use case?

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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 Nemotron Cascade 2 and GPT 6 Astra for free on idapt.app to see which performs better for your specific needs.

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