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Nemotron Ultra 253B vs GPT 6 Astra

At a glance

NVIDIA's largest Nemotron model based on Llama 3.1 at 253B scale.

131K 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
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Specs
131K
Context
33K
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 Ultra 253BGo to model
Chat with GPT 6 AstraGo to model
Frequently Asked Questions: Nemotron Ultra 253B vs GPT 6 Astra▼

Which is better, Nemotron Ultra 253B or GPT 6 Astra?

▼

Both Nemotron Ultra 253B 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 Ultra 253B or GPT 6 Astra?

▼

GPT 6 Astra has a larger context window: Nemotron Ultra 253B supports 131K tokens vs GPT 6 Astra at 1.1M tokens.

Do both Nemotron Ultra 253B and GPT 6 Astra support vision?

▼

GPT 6 Astra supports vision/image input, but Nemotron Ultra 253B does not.

What are the key differences between Nemotron Ultra 253B and GPT 6 Astra?

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Key differences: only GPT 6 Astra supports vision input; only GPT 6 Astra offers extended reasoning mode. 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 Nemotron Ultra 253B and GPT 6 Astra for free on idapt.app to see which performs better for your specific needs.

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