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GPT-4 vs Nova Lite
Comprehensive side-by-side LLM comparison
Nova Lite leads with 28.7% higher average benchmark score. Nova Lite offers 236.5K more tokens in context window than GPT-4. Nova Lite is $89.70 cheaper per million tokens. Overall, Nova Lite is the stronger choice for coding tasks.
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OpenAI
GPT-4 is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 77.7% across 12 benchmarks. It excels particularly in AI2 Reasoning Challenge (ARC) (96.3%), HellaSwag (95.3%), Uniform Bar Exam (90.0%). The model is available through 2 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly.
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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.
1 year newer
GPT-4
OpenAI
2023-06-13
Nova Lite
Amazon
2024-11-20
Pricing Comparison
Cost per million tokens (USD)
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GPT-4
Input:$30.00
Output:$60.00
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Nova Lite
Input:$0.06
Output:$0.24($89.70 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 34 common benchmarks
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GPT-4
Average Score:27.4%
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Nova Lite
Average Score:56.2%(+28.7%)
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Knowledge Cutoff
Training data recency comparison
GPT-4
2022-12-31
More recent knowledge cutoff means awareness of newer technologies and frameworks
Provider Availability & Performance
Available providers and their performance metrics
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GPT-4
2 providers
Azure
Throughput: 104 tok/s
Latency: 0.3ms
OpenAI
Throughput: 100 tok/s
Latency: 0.5ms
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GPT-4
Avg Score:27.4%
Providers:2
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Nova Lite
Avg Score:56.2%(+28.7%)
Providers:1