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GLM-4.5 vs Nova Lite
Comprehensive side-by-side LLM comparison
Nova Lite leads with 25.4% higher average benchmark score. Nova Lite offers 39.9K more tokens in context window than GLM-4.5. Nova Lite is $1.70 cheaper per million tokens. Nova Lite supports multimodal inputs. GLM-4.5 is available on 3 providers. Overall, Nova Lite 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 Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K 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 Lite
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
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Nova Lite
Input:$0.06
Output:$0.24($1.70 cheaper)
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 Lite
Average Score:47.7%(+25.4%)
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 Lite
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GLM-4.5
Avg Score:22.4%
Providers:3
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Nova Lite
Avg Score:47.7%(+25.4%)
Providers:1