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GPT 5.6 Luna vs GLM 4.6

At a glance
OpenAIGPT 5.6 Luna

OpenAI's fastest, most affordable GPT-5.6 tier for high-volume, latency-sensitive work.

1.1M ctx$1.00/$6.00 per M
Zhipu AIGLM 4.6

Zhipu AI's GLM 4.6 generation model.

74203K ctx$0.43/$1.74 per M#47/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
OpenAIGPT 5.6 Luna
Reasoning
CodingInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-11
Capability
Capability—
Reasoning & Knowledge
Graduate Science92.3%
Agentic
Terminal Tasks84.7%
Zhipu AIGLM 4.6
Reasoning
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI73.5
Reasoning & Knowledge
Graduate Science—
Agentic
Terminal Tasks24.5%
Specs
OpenAIGPT 5.6 Luna
1.1M
Context
128K
Max output
Jul 2026
Released
Zhipu AIGLM 4.6
203K
Context
131K
Max output
Sep 2025
Released
Capabilities
OpenAIGPT 5.6 Luna
Vision
Audio
Reasoning
Zhipu AIGLM 4.6
Vision
Audio
Reasoning
Pricing
OpenAIGPT 5.6 Luna
Live pricing, shown before you run
Input$1.00/M tokens
Output$6.00/M tokens
Cache read$0.10/M tokens
Web search$0.01/search
Zhipu AIGLM 4.6
Live pricing, shown before you run
Input$0.43/M tokens
Output$1.74/M tokens
Cache read$0.08/M tokens
Chat with GPT 5.6 LunaGo to model
Chat with GLM 4.6Go to model
Frequently Asked Questions: GPT 5.6 Luna vs GLM 4.6▼

Which is better, GPT 5.6 Luna or GLM 4.6?

▼

Both GPT 5.6 Luna and GLM 4.6 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 5.6 Luna or GLM 4.6?

▼

GLM 4.6 has a lower blended cost. GPT 5.6 Luna: $1.00 input / $6.00 output. GLM 4.6: $0.43 input / $1.74 output.

Which has a larger context window, GPT 5.6 Luna or GLM 4.6?

▼

GPT 5.6 Luna has a larger context window: GPT 5.6 Luna supports 1.1M tokens vs GLM 4.6 at 203K tokens.

Do both GPT 5.6 Luna and GLM 4.6 support vision?

▼

GPT 5.6 Luna supports vision/image input, but GLM 4.6 does not.

What are the key differences between GPT 5.6 Luna and GLM 4.6?

▼

Key differences: GLM 4.6 is significantly cheaper; only GPT 5.6 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 GPT 5.6 Luna and GLM 4.6 for free on idapt.app to see which performs better for your specific needs.

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