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Nemotron 3 Ultra vs GPT 6 Luna

At a glance

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

203K ctx$0.60/$2.40 per M

OpenAI's fastest, most affordable GPT-6 tier for high-volume, latency-sensitive work.

1.1M ctx$0.10/$0.50 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 Science85.4%Factual Recall—
Math
Competition Math86.7%
Agentic
Novel Reasoning—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper81%
Reasoning & Knowledge
Graduate Science6%90.5%Factual Recall41.4%
Math
Competition Math14%98.9%
Agentic
Novel Reasoning59.3%
Specs
203K
Context
101K
Max output
Jun 2026
Released
1.1M
Context
128K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$0.60/M tokens
Output$2.40/M tokens
Cache read$0.12/M tokens
Live pricing, shown before you run
Input83%$0.10/M tokens
Output79%$0.50/M tokens
Cache read92%$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Chat with Nemotron 3 UltraGo to model
Chat with GPT 6 LunaGo to model
Frequently Asked Questions: Nemotron 3 Ultra vs GPT 6 Luna▼

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

▼

Both Nemotron 3 Ultra and GPT 6 Luna 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, Nemotron 3 Ultra or GPT 6 Luna?

▼

GPT 6 Luna has a lower blended cost. Nemotron 3 Ultra: $0.60 input / $2.40 output. GPT 6 Luna: $0.10 input / $0.50 output.

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

▼

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

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

▼

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

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

▼

Key differences: GPT 6 Luna is significantly cheaper; only GPT 6 Luna 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 Nemotron 3 Ultra and GPT 6 Luna for free on idapt.app to see which performs better for your specific needs.

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