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GLM 4.5V vs GPT 5.6 Luna

At a glance

GLM 4.5 with vision capabilities for multimodal understanding.

66K ctx$0.60/$1.80 per M

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

1.1M ctx$1.00/$6.00 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
Cheaper60%
Reasoning & Knowledge
Graduate Science—
Agentic
Terminal Tasks—
Reasoning
CodingInsufficient data
MathInsufficient data
Sources:Provider·OpenRouter· as of 2026-07-11
Reasoning & Knowledge
Graduate Science92.3%
Agentic
Terminal Tasks84.7%
Specs
66K
Context
16K
Max output
Aug 2025
Released
1.1M
Context
128K
Max output
Jul 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input40%$0.60/M tokens
Output70%$1.80/M tokens
Cache read$0.11/M tokens
Live pricing, shown before you run
Input$1.00/M tokens
Output$6.00/M tokens
Cache read9%$0.10/M tokens
Cache write$1.25/M tokens
Web search$0.01/search
Chat with GLM 4.5VGo to model
Chat with GPT 5.6 LunaGo to model
Frequently Asked Questions: GLM 4.5V vs GPT 5.6 Luna▼

Which is better, GLM 4.5V or GPT 5.6 Luna?

▼

Both GLM 4.5V and GPT 5.6 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, GLM 4.5V or GPT 5.6 Luna?

▼

GLM 4.5V has a lower blended cost. GLM 4.5V: $0.60 input / $1.80 output. GPT 5.6 Luna: $1.00 input / $6.00 output.

Which has a larger context window, GLM 4.5V or GPT 5.6 Luna?

▼

GPT 5.6 Luna has a larger context window: GLM 4.5V supports 66K tokens vs GPT 5.6 Luna at 1.1M tokens.

Do both GLM 4.5V and GPT 5.6 Luna support vision?

▼

Yes, both GLM 4.5V and GPT 5.6 Luna support vision/image input.

What are the key differences between GLM 4.5V and GPT 5.6 Luna?

▼

GLM 4.5V and GPT 5.6 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 GLM 4.5V and GPT 5.6 Luna for free on idapt.app to see which performs better for your specific needs.

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