Model Comparison

GLM-5.3 (Max)
vs. Claude Sonnet 5.5 (Max, Default Fallback)

Comparing 2 AI models · 0 benchmarks · Z AI, Anthropic

Recommended Pick

Z AI logoGLM-5.3 (Max)6 metric wins

Strongest on: Value, Input price, Output price

Best Value

Z AI logo

GLM-5.3 (Max)

100.0 value score

44.8 reasoning / $2.15/1M

Lowest Price

Z AI logo

GLM-5.3 (Max)

$1.40/1M input price

Best Reasoning

Anthropic logo

Claude Sonnet 5.5 (Max, Default Fallback)

56.0 reasoning score

Blends available reasoning benchmarks

Best for Coding

Z AI logo

GLM-5.3 (Max)

74.8 coding index

Differences That Matter

Best value

GLM-5.3 (Max) has the strongest quality-to-price mix at 100.0 out of 100 value points.

Price gap

GLM-5.3 (Max) is 1.4x cheaper on input tokens than Claude Sonnet 5.5 (Max, Default Fallback).

Speed gap

Claude Sonnet 5.5 (Max, Default Fallback) generates about 1.5x as many tokens per second as GLM-5.3 (Max).

Reasoning gap

Claude Sonnet 5.5 (Max, Default Fallback) leads GLM-5.3 (Max) by 11.2 points on reasoning.

Top-pick rationale

GLM-5.3 (Max) wins 6 measurable categories, including Value, Input price, Output price, Blended price.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

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Z AI logo

GLM-5.3 (Max)

Z AI

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Anthropic logo

Claude Sonnet 5.5 (Max, Default Fallback)

Anthropic

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Which answer was more useful?

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Full Comparison

Metric
Top Pick
Z AI logoGLM-5.3 (Max)
Z AI
Anthropic logoClaude Sonnet 5.5 (Max, Default Fallback)
Anthropic
Pricing per 1M tokens
Input Cost$1.40/1M$2.00/1M
Output Cost$4.40/1M$10.00/1M
Blended (3:1)$2.15/1M$4.00/1M
Specifications
OrganizationZ AIAnthropic
Release DateAug 18, 2026Sep 28, 2026
Performance & Speed
Throughput87.9 tok/s134.3 tok/s
TTFT2470ms388540ms
Latency25230ms388540ms
Composite Indices
Value Score100.067.2
Reasoning Score44.856.0
Intelligence44.856.0
Coding74.8—

Key Takeaways

GLM-5.3 (Max) offers the best value at $1.40/1M,making it ideal for high-volume applications and cost-conscious projects.

Claude Sonnet 5.5 (Max, Default Fallback) has the strongest reasoning profile with a 56.0 reasoning score,combining the available reasoning-heavy benchmarks.

GLM-5.3 (Max) reaches a 74.8 coding index,making it the top choice for software development and code generation tasks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

Z AI logo

GLM-5.3 (Max)

  • Cost-sensitive applications
  • High-volume processing
  • Code generation
  • Software development
Anthropic logo

Claude Sonnet 5.5 (Max, Default Fallback)

  • Complex reasoning tasks
  • Research & analysis