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Claude Sonnet 4 vs GLM 5.2

At a glance
AnthropicClaude Sonnet 4

Significantly enhanced over Sonnet 3.7 in coding and reasoning tasks.

751M ctx$3.00/$15.00 per M#43/92
Zhipu AIGLM 5.2

Z.ai's frontier reasoning model for long-context agents and software engineering.

83262K ctx$1.40/$4.40 per M#16/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
AnthropicClaude Sonnet 4
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI74.7
Reasoning & Knowledge
Graduate Science66.7%Factual Recall—
Math
Math Problems84.4%Competition Math28.9%Research Math4.1%
Coding
Real-World Coding—Code Editing56.4%
Agentic
Novel Reasoning1.3%
Zhipu AIGLM 5.2
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
SmarterCheaper
Capability
CapabilityECI83.4
Reasoning & Knowledge
Graduate Science91.9%Factual Recall38.1%
Math
Math Problems—Competition Math86.4%Research Math—
Coding
Real-World Coding78.7%Code Editing—
Agentic
Novel Reasoning—
Specs
AnthropicClaude Sonnet 4
1M
Context
64K
Max output
May 2025
Released
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
Capabilities
AnthropicClaude Sonnet 4
Vision
Audio
Reasoning
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
Pricing
AnthropicClaude Sonnet 4
Live pricing, shown before you run
Input$3.00/M tokens
Output$15.00/M tokens
Cache read$0.30/M tokens
Cache write$3.75/M tokens
Web search$0.01/search
Zhipu AIGLM 5.2
Live pricing, shown before you run
Input$1.40/M tokens
Output$4.40/M tokens
Cache read$0.26/M tokens
Chat with Claude Sonnet 4Go to model
Chat with GLM 5.2Go to model
Frequently Asked Questions: Claude Sonnet 4 vs GLM 5.2▼

Which is better, Claude Sonnet 4 or GLM 5.2?

▼

Based on the Capability Index, GLM 5.2 scores higher (83.4 vs 74.7). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Claude Sonnet 4 or GLM 5.2?

▼

GLM 5.2 has a lower blended cost. Claude Sonnet 4: $3.00 input / $15.00 output. GLM 5.2: $1.40 input / $4.40 output.

Which has a larger context window, Claude Sonnet 4 or GLM 5.2?

▼

Claude Sonnet 4 has a larger context window: Claude Sonnet 4 supports 1M tokens vs GLM 5.2 at 262K tokens.

Do both Claude Sonnet 4 and GLM 5.2 support vision?

▼

Claude Sonnet 4 supports vision/image input, but GLM 5.2 does not.

What are the key differences between Claude Sonnet 4 and GLM 5.2?

▼

Key differences: GLM 5.2 has a notably higher capability index (8.7 point gap); GLM 5.2 is significantly cheaper; only Claude Sonnet 4 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 4 and GLM 5.2 for free on idapt.app to see which performs better for your specific needs.

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