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Claude 3.7 Sonnet vs GLM-4.6
Comprehensive side-by-side LLM comparison
GLM-4.6 leads with 9.6% higher average benchmark score. Claude 3.7 Sonnet offers 131.4K more tokens in context window than GLM-4.6. GLM-4.6 is $15.40 cheaper per million tokens. Claude 3.7 Sonnet is available on 4 providers. Overall, GLM-4.6 is the stronger choice for coding tasks.
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Anthropic
Claude 3.7 Sonnet represents Anthropic's first hybrid reasoning model, capable of producing near-instant responses or extended step-by-step thinking that is visible to users. Developed with particularly strong improvements in coding and front-end web development, it allows users to control thinking budgets and balances real-world task performance with reasoning capabilities for enterprise applications.
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Zhipu AI
GLM-4.6 was introduced as an enhanced iteration of the GLM-4 series, designed to provide improved capabilities in bilingual language understanding and generation. Built to incorporate refinements to the GLM architecture, it represents continued advancement in Zhipu AI's model development.
7 months newer
Claude 3.7 Sonnet
Anthropic
2025-02-24
GLM-4.6
Zhipu AI
2025-09-30
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Pricing Comparison
Cost per million tokens (USD)
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Claude 3.7 Sonnet
Input:$3.00
Output:$15.00
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GLM-4.6
Input:$0.60
Output:$2.00($15.40 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 4 common benchmarks
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Claude 3.7 Sonnet
Average Score:61.3%
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GLM-4.6
Average Score:70.9%(+9.6%)
Performance comparison across key benchmark categories
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Claude 3.7 Sonnet
Coding70.3%(+2.3%)
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GLM-4.6
Coding68.0%
Provider Availability & Performance
Available providers and their performance metrics
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Claude 3.7 Sonnet
4 providers
Anthropic
Throughput: 42 tok/s
Latency: 0.4ms
Bedrock
Throughput: 101 tok/s
Latency: 0.5ms
Throughput: 42 tok/s
Latency: 0.4ms
ZeroEval
Throughput: 42 tok/s
Latency: 0.4ms
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Claude 3.7 Sonnet
Avg Score:61.3%
Providers:4
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GLM-4.6
Avg Score:70.9%(+9.6%)
Providers:2