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llama.cpp vs Ollama vs vLLM: One User vs Many (2026)

Single-user, the three are closer than benchmark posts admit. Concurrent, vLLM pulls 10-20x ahead. Decision tree, the vLLM VRAM gotcha, mid-2026 versions.