Llama.cpp hits "Linux of LLM" status

The "Linux of LLM" analogy is more than marketing; llama.cpp is the critical abstraction layer that makes local AI viable on consumer hardware.

• –Foundational Engine: It powers almost every major local LLM wrapper (Ollama, LM Studio, Jan), acting as the invisible "kernel" for inference.
• –Performance Lead: Recent benchmarks show llama.cpp (via `llama-server`) outperforming popular wrappers like Ollama by up to 1.8x, leading to a "purist" shift back to the base tool.
• –Universal Hardware Support: Its implementation of GGUF quantization and support for Metal, CUDA, and Vulkan makes it the only truly cross-platform inference engine.
• –Rebranding Tension: There is growing community sentiment to rebrand llama.cpp to reflect its support for dozens of non-Llama architectures (Gemma, Qwen, etc.).