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llama.cpp

github.comruntimeself-hosted

llama.cpp is a self-hosted runtime in the Inference & Serving layer of the AI stack. Portable CPU/GPU inference for quantized GGUF models.

By Lattice editorial · Facts verified · method

licence
MIT
language
C++
cost
free

Use llama.cpp when

The constraint is hardware, not throughput — no GPU, or an edge box.

Skip llama.cpp when

You need maximum concurrent throughput on datacentre GPUs.

Turns weights into throughput. — that is what this layer of the stack is answerable for. See the full Inference & Serving section for the rest of the options.

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Lattice badge: llama.cpp verified 2026-09
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Quick answers

Is llama.cpp open source?
Yes. llama.cpp is open source under the MIT licence. It is free to use.
What are the alternatives to llama.cpp?
The closest alternatives to llama.cpp are Ollama, llamafile and KoboldCpp.

Compared in

Reading on inference

Alternatives to llama.cpp

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Listed as an alternative to

  • Ollama
  • LM Studio
  • llamafile
  • KoboldCpp
  • PowerInfer

Also in inference

  • vLLM
  • SGLang
  • Ollama
  • TensorRT-LLM
  • Text Generation Inference
  • LM Studio
  • Triton Inference Server
  • llamafile
  • KoboldCpp
  • PowerInfer
  • Marlin