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UC Berkeley's Sky Computing Lab

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12:16

2026-08-14

dev.to

large-language-models

vLLM vs Ollama: Production Serving 2026

A developer's comparison of vLLM and Ollama for LLM serving in 2026 shows that while Ollama is simpler for single-user local use, vLLM outperforms it dramatically under concurrency, with throughput up…

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vLLM 1 Ollama 1 Llama 3.1 8B 1 NVIDIA A100 1

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large language models 1 ai infrastructure 1 developer tools 1