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Llama 4 Scout vs Nova Lite
Comprehensive side-by-side LLM comparison
Nova Lite leads with 33.4% higher average benchmark score. Llama 4 Scout offers 19.7M more tokens in context window than Nova Lite. Both models have similar pricing. Llama 4 Scout is available on 6 providers. Overall, Nova Lite is the stronger choice for coding tasks.
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Meta
Llama 4 Scout is a multimodal language model developed by Meta. It achieves strong performance with an average score of 67.3% across 12 benchmarks. It excels particularly in DocVQA (94.4%), MGSM (90.6%), ChartQA (88.8%). With a 20.0M token context window, it can handle extensive documents and complex multi-turn conversations. The model is available through 6 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2025, it represents Meta'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.
4 months newer
Nova Lite
Amazon
2024-11-20
Llama 4 Scout
Meta
2025-04-05
Pricing Comparison
Cost per million tokens (USD)
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Llama 4 Scout
Input:$0.08
Output:$0.30
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Nova Lite
Input:$0.06
Output:$0.24($0.08 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 33 common benchmarks
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Llama 4 Scout
Average Score:24.5%
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Nova Lite
Average Score:57.9%(+33.4%)
Provider Availability & Performance
Available providers and their performance metrics
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Llama 4 Scout
6 providers
DeepInfra
Throughput: 76.1 tok/s
Latency: 0.31ms
Fireworks
Throughput: 116.1 tok/s
Latency: 0.53ms
Groq
Throughput: 776.1 tok/s
Latency: 1.08ms
Lambda
Throughput: 139.7 tok/s
Latency: 0.43ms
Novita
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Llama 4 Scout
Avg Score:24.5%
Providers:6
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Nova Lite
Avg Score:57.9%(+33.4%)
Providers:1