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GPT 6 Astra vs GLM 5.1

At a glance

OpenAI's new flagship for demanding end-to-end work: advanced analysis, software engineering, deep research, scientific work, and document creation.

1.1M ctx$10.00/$50.00 per M

Zhipu AI's most capable model with a major leap in coding and long-horizon task performance.

82200K ctx$0.97/$3.04 per M#19/92
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
Competition Math—Research Math—
Coding
Real-World Coding—
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper93%
Capability
CapabilityECI82.3
Reasoning & Knowledge
Graduate Science85.5%Factual Recall37.3%
Math
Competition Math92.2%Research Math33.4%
Coding
Real-World Coding74.2%
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
200K
Context
128K
Max output
Apr 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$10.00/M tokens
Output$50.00/M tokens
Cache read$1.00/M tokens
Cache write$12.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input90%$0.97/M tokens
Output94%$3.04/M tokens
Cache read82%$0.18/M tokens
Chat with GPT 6 AstraGo to model
Chat with GLM 5.1Go to model
Frequently Asked Questions: GPT 6 Astra vs GLM 5.1▼

Which is better, GPT 6 Astra or GLM 5.1?

▼

Both GPT 6 Astra and GLM 5.1 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 Astra or GLM 5.1?

▼

GLM 5.1 has a lower blended cost. GPT 6 Astra: $10.00 input / $50.00 output. GLM 5.1: $0.97 input / $3.04 output.

Which has a larger context window, GPT 6 Astra or GLM 5.1?

▼

GPT 6 Astra has a larger context window: GPT 6 Astra supports 1.1M tokens vs GLM 5.1 at 200K tokens.

Do both GPT 6 Astra and GLM 5.1 support vision?

▼

GPT 6 Astra supports vision/image input, but GLM 5.1 does not.

What are the key differences between GPT 6 Astra and GLM 5.1?

▼

Key differences: GLM 5.1 is significantly cheaper; only GPT 6 Astra 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 6 Astra and GLM 5.1 for free on idapt.app to see which performs better for your specific needs.

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