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GLM-4.5 vs Nova Pro
Comprehensive side-by-side LLM comparison
Nova Pro leads with 27.0% higher average benchmark score. Nova Pro offers 337.9K more tokens in context window than GLM-4.5. GLM-4.5 is $2.00 cheaper per million tokens. Nova Pro supports multimodal inputs. GLM-4.5 is available on 3 providers. Overall, Nova Pro is the stronger choice for coding tasks.
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Zhipu AI
GLM-4.5 is a language model developed by Zhipu AI. It achieves strong performance with an average score of 64.0% across 14 benchmarks. It excels particularly in MATH-500 (98.2%), AIME 2024 (91.0%), MMLU-Pro (84.6%). It supports a 262K token context window for handling large documents. The model is available through 3 API providers. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Zhipu AI's latest advancement in AI technology.
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Amazon
Nova Pro is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 73.2% across 27 benchmarks. It excels particularly in ARC-C (94.8%), GSM8k (94.8%), DocVQA (93.5%). It supports a 600K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Amazon's latest advancement in AI technology.
8 months newer
Nova Pro
Amazon
2024-11-20
GLM-4.5
Zhipu AI
2025-07-28
Pricing Comparison
Cost per million tokens (USD)
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GLM-4.5
Input:$0.40
Output:$1.60($2.00 cheaper)
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Nova Pro
Input:$0.80
Output:$3.20
Performance Metrics
Context window and performance specifications
Average performance across 40 common benchmarks
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GLM-4.5
Average Score:22.4%
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Nova Pro
Average Score:49.4%(+27.0%)
Provider Availability & Performance
Available providers and their performance metrics
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GLM-4.5
3 providers
DeepInfra
Novita
ZeroEval
Throughput: 85 tok/s
Latency: 0.7ms
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Nova Pro
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GLM-4.5
Avg Score:22.4%
Providers:3
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Nova Pro
Avg Score:49.4%(+27.0%)
Providers:1