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GPT 5.4 Nano vs GPT 6 Luna

At a glance

Ultra-lightweight GPT-5.4 variant built for speed-critical, high-volume tasks.

79400K ctx$0.20/$1.25 per M#29/92

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 ECI·Epoch AI·OpenRouter· as of 2026-10-02
Capability
CapabilityECI78.7
Reasoning & Knowledge
Graduate Science78.5%Factual Recall11.7%
Math
Competition Math87.8%Research Math25.9%
Agentic
Novel Reasoning5.7%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper57%
Capability
Capability—
Reasoning & Knowledge
Graduate Science15%90.5%Factual Recall254%41.4%
Math
Competition Math13%98.9%Research Math—
Agentic
Novel Reasoning942%59.3%
Specs
400K
Context
128K
Max output
Mar 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$0.20/M tokens
Output$1.25/M tokens
Cache read$0.02/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input50%$0.10/M tokens
Output60%$0.50/M tokens
Cache read50%$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Chat with GPT 5.4 NanoGo to model
Chat with GPT 6 LunaGo to model
Frequently Asked Questions: GPT 5.4 Nano vs GPT 6 Luna▼

Which is better, GPT 5.4 Nano or GPT 6 Luna?

▼

Both GPT 5.4 Nano 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, GPT 5.4 Nano or GPT 6 Luna?

▼

GPT 6 Luna has a lower blended cost. GPT 5.4 Nano: $0.20 input / $1.25 output. GPT 6 Luna: $0.10 input / $0.50 output.

Which has a larger context window, GPT 5.4 Nano or GPT 6 Luna?

▼

GPT 6 Luna has a larger context window: GPT 5.4 Nano supports 400K tokens vs GPT 6 Luna at 1.1M tokens.

Do both GPT 5.4 Nano and GPT 6 Luna support vision?

▼

Yes, both GPT 5.4 Nano and GPT 6 Luna support vision/image input.

What are the key differences between GPT 5.4 Nano and GPT 6 Luna?

▼

GPT 5.4 Nano and GPT 6 Luna 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 5.4 Nano and GPT 6 Luna for free on idapt.app to see which performs better for your specific needs.

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