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Llama 2/3.1 has explicit commercial licensing allowing business use for companies under 700M annual revenue with no restrictions. For enterprise deployments, Llama provides clearer legal standing."},{"question":"Which model is better for coding tasks?","answer":"DeepSeek-V3 leads with 92.3% HumanEval pass rate vs. Llama 3.1 405B's 88.7%, a 3.6-point advantage. For pure coding, DeepSeek's API is also 99% cheaper. However, Llama's open-source nature allows custom fine-tuning for domain-specific code generation."},{"question":"What's the cost difference between local deployment and API usage?","answer":"DeepSeek API costs $0.14 per million input tokens. Llama self-hosting requires infrastructure costs (GPUs: $500-5,000+) but has zero per-token API costs. For low-volume usage, DeepSeek API is cheaper; for high-volume production (>100M tokens/month), Llama self-hosting becomes cost-effective."},{"question":"Which model should I choose for math and reasoning?","answer":"DeepSeek-R1 decisively wins with 79.8% accuracy on AIME 2024 math problems vs. Llama's 53.3%, a 26.5-point gap. If reasoning is your primary need, DeepSeek's specialized reasoning model is significantly superior. Llama 3.1 405B excels at general knowledge (96.1% MMLU) but not specialized reasoning."},{"question":"What are the privacy and data security differences?","answer":"DeepSeek processes all data through Chinese-based servers subject to CCP regulations; data retention policies are unclear. Llama can be self-hosted on private infrastructure with zero data sharing, or used via Meta's API which has standard cloud provider privacy terms. For data-sensitive applications, self-hosted Llama offers superior privacy control."}],"relatedComparisons":[{"slug":"deepseek-vs-llama))","title":"DeepSeek vs Llama","category":"software"},{"slug":"deepseek-vs-perplexity","title":"DeepSeek vs Perplexity","category":"software"},{"slug":"copilot-vs-deepseek","title":"Microsoft Copilot vs DeepSeek","category":"software"},{"slug":"deepseek-vs-mistral","title":"DeepSeek vs Mistral","category":"software"},{"slug":"deepseek-vs-llama)","title":"DeepSeek vs Llama","category":"software"},{"slug":"chatgpt-vs-deepseek","title":"DeepSeek vs ChatGPT","category":"software"},{"slug":"copilot-vs-deepseek)","title":"Copilot vs DeepSeek","category":"software"},{"slug":"deepseek-vs-perplexity)","title":"DeepSeek vs Perplexity","category":"software"},{"slug":"deepseek-vs-mistral)","title":"DeepSeek vs Mistral","category":"software"},{"slug":"deepseek-vs-gemini)","title":"DeepSeek vs Gemini","category":"software"},{"slug":"wordpress-vs-wix","title":"WordPress vs Wix","category":"software"},{"slug":"slack-vs-microsoft-teams","title":"Slack vs Microsoft Teams","category":"software"}],"relatedBlogPosts":[{"slug":"best-streaming-services-in-2026-top-picks-for-every-budget-interest","title":"Best Streaming Services in 2026: Top Picks for Every Budget & Interest","excerpt":"Navigating the crowded streaming landscape in 2026 can be overwhelming. 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