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Claude Sonnet 4.5 vs GLM 5.2

At a glance
AnthropicClaude Sonnet 4.5

High-performance model for real-world agents and coding.

791M ctx$3.00/$15.00 per M#28/92
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 4.5
Reasoning
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI78.9
Reasoning & Knowledge
Graduate Science73.7%Factual Recall13.0%
Math
Competition Math35.6%Research Math9.3%
Coding
Real-World Coding71.3%
Agentic
Terminal Tasks42.8%Novel Reasoning3.8%
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
Competition Math86.4%Research Math—
Coding
Real-World Coding78.7%
Agentic
Terminal Tasks—Novel Reasoning—
Specs
AnthropicClaude Sonnet 4.5
1M
Context
64K
Max output
Sep 2025
Released
Zhipu AIGLM 5.2
262K
Context
128K
Max output
Jun 2026
Released
Capabilities
AnthropicClaude Sonnet 4.5
Vision
Audio
Reasoning
Zhipu AIGLM 5.2
Vision
Audio
Reasoning
Pricing
AnthropicClaude Sonnet 4.5
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 4.5Go to model
Chat with GLM 5.2Go to model
Frequently Asked Questions: Claude Sonnet 4.5 vs GLM 5.2▼

Which is better, Claude Sonnet 4.5 or GLM 5.2?

▼

Based on the Capability Index, GLM 5.2 scores higher (83.4 vs 78.9). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Claude Sonnet 4.5 or GLM 5.2?

▼

GLM 5.2 has a lower blended cost. Claude Sonnet 4.5: $3.00 input / $15.00 output. GLM 5.2: $1.40 input / $4.40 output.

Which has a larger context window, Claude Sonnet 4.5 or GLM 5.2?

▼

Claude Sonnet 4.5 has a larger context window: Claude Sonnet 4.5 supports 1M tokens vs GLM 5.2 at 262K tokens.

Do both Claude Sonnet 4.5 and GLM 5.2 support vision?

▼

Claude Sonnet 4.5 supports vision/image input, but GLM 5.2 does not.

Which has better coding performance, Claude Sonnet 4.5 or GLM 5.2?

▼

GLM 5.2 scores higher on SWE-bench Verified: Claude Sonnet 4.5 resolves 71% vs GLM 5.2 at 79%.

What are the key differences between Claude Sonnet 4.5 and GLM 5.2?

▼

Key differences: GLM 5.2 is significantly cheaper; only Claude Sonnet 4.5 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 4.5 and GLM 5.2 for free on idapt.app to see which performs better for your specific needs.

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