BitByteCore Research

The best local LLM runners in 2026: Ollama, LM Studio, vLLM, and more

For most people the best local LLM runner in 2026 is still Ollama — free, cross-platform, out of your way. But LM Studio, vLLM, Apple MLX, llama.cpp, Jan, GPT4All, and Open WebUI each win a specific job. Here's which to pick — and what actually fits your GPU.

BitByteCore Research · Aug 4, 2026 · 9 min read