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GLM-4.6 vs Nova Pro
Comprehensive side-by-side LLM comparison
GLM-4.6 leads with 34.1% higher average benchmark score. Nova Pro offers 403.4K more tokens in context window than GLM-4.6. GLM-4.6 is $1.40 cheaper per million tokens. Overall, GLM-4.6 is the stronger choice for coding tasks.
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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.
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Amazon
Amazon Nova Pro was developed as the flagship model in the Nova family, designed to provide advanced multimodal understanding across text, images, and other modalities. Built to handle complex tasks requiring sophisticated reasoning, it represents Amazon's most capable offering for enterprise applications.
10 months newer
Nova Pro
Amazon
2024-11-20
GLM-4.6
Zhipu AI
2025-09-30
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Pricing Comparison
Cost per million tokens (USD)
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GLM-4.6
Input:$0.60
Output:$2.00($1.40 cheaper)
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Nova Pro
Input:$0.80
Output:$3.20
Performance Metrics
Context window and performance specifications
Average performance across 1 common benchmarks
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GLM-4.6
Average Score:81.0%(+34.1%)
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Nova Pro
Average Score:46.9%
Provider Availability & Performance
Available providers and their performance metrics
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GLM-4.6
2 providers
DeepInfra
Throughput: 85 tok/s
Latency: 0.7ms
ZeroEval
Throughput: 85 tok/s
Latency: 0.7ms
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Nova Pro
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GLM-4.6
Avg Score:81.0%(+34.1%)
Providers:2
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Nova Pro
Avg Score:46.9%
Providers:1