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GPT 6 Luna Pro vs GLM 5.3 Flash

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

Z.ai's efficient multimodal model for fast coding and long-horizon agent tasks.

1.0M ctx$0.15/$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
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper16%
Reasoning & Knowledge
Graduate Science—
Math
Competition Math—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science90.2%
Math
Competition Math93.9%
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
1.0M
Context
256K
Max output
Aug 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input33%$0.10/M tokens
Output$0.50/M tokens
Cache read67%$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input$0.15/M tokens
Output$0.50/M tokens
Cache read$0.03/M tokens
Chat with GPT 6 Luna ProGo to model
Chat with GLM 5.3 FlashGo to model
Frequently Asked Questions: GPT 6 Luna Pro vs GLM 5.3 Flash▼

Which is better, GPT 6 Luna Pro or GLM 5.3 Flash?

▼

Both GPT 6 Luna Pro and GLM 5.3 Flash 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 GLM 5.3 Flash?

▼

GPT 6 Luna Pro has a lower blended cost. GPT 6 Luna Pro: $0.10 input / $0.50 output. GLM 5.3 Flash: $0.15 input / $0.50 output.

Which has a larger context window, GPT 6 Luna Pro or GLM 5.3 Flash?

▼

GPT 6 Luna Pro has a larger context window: GPT 6 Luna Pro supports 1.1M tokens vs GLM 5.3 Flash at 1M tokens.

Do both GPT 6 Luna Pro and GLM 5.3 Flash support vision?

▼

Yes, both GPT 6 Luna Pro and GLM 5.3 Flash support vision/image input.

What are the key differences between GPT 6 Luna Pro and GLM 5.3 Flash?

▼

GPT 6 Luna Pro and GLM 5.3 Flash 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 GLM 5.3 Flash for free on idapt.app to see which performs better for your specific needs.

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