Local LLM Inference in 2026: Ollama vs vLLM vs llama.cpp Benchmark Guide
An engineering benchmark and architectural comparison of the top local LLM inference engines in 2026: Ollama vs vLLM vs llama.cpp. Analyzes VRAM sizing, tokens-per-second throughput, and systemd deployment.