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Claude Sonnet 5.5 vs GLM 5.1

At a glance

Anthropic's Sonnet-class model for well-scoped everyday work, a direct upgrade over Claude Sonnet 5.

1M ctx$2.00/$10.00 per M

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

82203K ctx$0.96/$3.03 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
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Capability
Capability—
Reasoning & Knowledge
Graduate Science6%95.6%Factual Recall37%46.5%
Math
Competition Math7%100.0%Research Math—
Coding
Real-World Coding—
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-10-02
Cheaper63%
Capability
CapabilityECI82.3
Reasoning & Knowledge
Graduate Science89.9%Factual Recall34.0%
Math
Competition Math93.3%Research Math33.4%
Coding
Real-World Coding74.2%
Specs
1M
Context
128K
Max output
Sep 2026
Released
203K
Context
131K
Max output
Apr 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$2.00/M tokens
Output$10.00/M tokens
Cache read$0.20/M tokens
Cache write$2.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input52%$0.96/M tokens
Output70%$3.03/M tokens
Cache read10%$0.18/M tokens
Chat with Claude Sonnet 5.5Go to model
Chat with GLM 5.1Go to model
Frequently Asked Questions: Claude Sonnet 5.5 vs GLM 5.1▼

Which is better, Claude Sonnet 5.5 or GLM 5.1?

▼

Both Claude Sonnet 5.5 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, Claude Sonnet 5.5 or GLM 5.1?

▼

GLM 5.1 has a lower blended cost. Claude Sonnet 5.5: $2.00 input / $10.00 output. GLM 5.1: $0.96 input / $3.03 output.

Which has a larger context window, Claude Sonnet 5.5 or GLM 5.1?

▼

Claude Sonnet 5.5 has a larger context window: Claude Sonnet 5.5 supports 1M tokens vs GLM 5.1 at 203K tokens.

Do both Claude Sonnet 5.5 and GLM 5.1 support vision?

▼

Claude Sonnet 5.5 supports vision/image input, but GLM 5.1 does not.

What are the key differences between Claude Sonnet 5.5 and GLM 5.1?

▼

Key differences: GLM 5.1 is significantly cheaper; only Claude Sonnet 5.5 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 Claude Sonnet 5.5 and GLM 5.1 for free on idapt.app to see which performs better for your specific needs.

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