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Claude Sonnet 4 vs Nova Lite
Comprehensive side-by-side LLM comparison
Nova Lite leads with 41.0% higher average benchmark score. Claude Sonnet 4 offers 26.0K more tokens in context window than Nova Lite. Nova Lite is $17.70 cheaper per million tokens. Claude Sonnet 4 is available on 4 providers. Overall, Nova Lite is the stronger choice for coding tasks.
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Anthropic
Claude Sonnet 4 is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 69.4% across 8 benchmarks. It excels particularly in MMMLU (86.5%), TAU-bench Retail (80.5%), GPQA (75.4%). It supports a 328K token context window for handling large documents. The model is available through 4 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2025, it represents Anthropic'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.
6 months newer
Nova Lite
Amazon
2024-11-20
Claude Sonnet 4
Anthropic
2025-05-22
Pricing Comparison
Cost per million tokens (USD)
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Claude Sonnet 4
Input:$3.00
Output:$15.00
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Nova Lite
Input:$0.06
Output:$0.24($17.70 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 33 common benchmarks
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Claude Sonnet 4
Average Score:16.8%
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Nova Lite
Average Score:57.9%(+41.0%)
Provider Availability & Performance
Available providers and their performance metrics
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Claude Sonnet 4
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 Sonnet 4
Avg Score:16.8%
Providers:4
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Nova Lite
Avg Score:57.9%(+41.0%)
Providers:1