Ollama Still the Community Standard for Local LLM Dev

r/LocalLLaMA benchmarks in 2026 consistently place Ollama as the fastest path to a local OpenAI-compatible API (localhost:11434). The top mistake: running CPU-only without realizing you'll get 2–5 tok/s instead of 50+ on GPU. For local model selection, Qwen and Phi-4 series continue to punch above their weight for constrained hardware.

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Sources: AI Tool Discovery – LocalLLM Reddit