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GPT 6 Luna Pro vs GPT 5 Nano

At a glance

OpenAI's GPT-6 Luna served in pro reasoning mode for the hardest problems.

1.1M ctx$0.10/$0.50 per M

Ultra-fast and lightweight GPT-5 variant for low-latency tasks.

73400K ctx$0.05/$0.40 per M#48/92
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
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Capability
Capability—
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Math Problems—Competition Math—Research Math—
Agentic
Terminal Tasks—Novel Reasoning—
Reasoning
CodingInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Cheaper31%
Capability
CapabilityECI73.4
Reasoning & Knowledge
Graduate Science69.4%Factual Recall11.7%
Math
Math Problems95.2%Competition Math81.1%Research Math8.3%
Agentic
Terminal Tasks11.5%Novel Reasoning2.6%
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
400K
Context
128K
Max output
Aug 2025
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$0.10/M tokens
Output$0.50/M tokens
Cache read$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input50%$0.05/M tokens
Output20%$0.40/M tokens
Cache read50%$0.005/M tokens
Web search$0.01/search
Chat with GPT 6 Luna ProGo to model
Chat with GPT 5 NanoGo to model
Frequently Asked Questions: GPT 6 Luna Pro vs GPT 5 Nano▼

Which is better, GPT 6 Luna Pro or GPT 5 Nano?

▼

Both GPT 6 Luna Pro and GPT 5 Nano 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 Luna Pro or GPT 5 Nano?

▼

GPT 5 Nano has a lower blended cost. GPT 6 Luna Pro: $0.10 input / $0.50 output. GPT 5 Nano: $0.05 input / $0.40 output.

Which has a larger context window, GPT 6 Luna Pro or GPT 5 Nano?

▼

GPT 6 Luna Pro has a larger context window: GPT 6 Luna Pro supports 1.1M tokens vs GPT 5 Nano at 400K tokens.

Do both GPT 6 Luna Pro and GPT 5 Nano support vision?

▼

Yes, both GPT 6 Luna Pro and GPT 5 Nano support vision/image input.

What are the key differences between GPT 6 Luna Pro and GPT 5 Nano?

▼

GPT 6 Luna Pro and GPT 5 Nano have similar overall capabilities. The main differences lie in pricing, context window size, and provider-specific strengths. Use this comparison page to review all metrics side by side.

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 Luna Pro and GPT 5 Nano for free on idapt.app to see which performs better for your specific needs.

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