# Lemonade vs llama.cpp (slim)

> Lemonade scores 63.8 (B) on agent readiness against llama.cpp's 60.2 (C), and leads in 3 of 7 scored categories. llama.cpp leads on security & auth and maintenance & community. Both do local inference. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/lemonade-vs-llama-cpp.md (~2,550 tokens) · this version ~580 tokens · JSON https://www.anchorterminal.com/compare/lemonade-vs-llama-cpp.json · canonical https://www.anchorterminal.com/compare/lemonade-vs-llama-cpp
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Lemonade scores 63.8 (B) on agent readiness against llama.cpp's 60.2 (C), and leads in 3 of 7 scored categories. llama.cpp leads on security & auth and maintenance & community. Both do local inference.

- Lemonade: B 63.8, rank #336 of 842 · https://www.anchorterminal.com/tools/lemonade.min.md
- llama.cpp: C 60.2, rank #476 of 842 · https://www.anchorterminal.com/tools/llama-cpp.min.md
- Lemonade, good for An owner with AMD hardware (Ryzen AI NPUs, Radeon or Strix Halo) who wants one local server for chat, speech and images that existing OpenAI, Anthropic or Ollama clients can call, and for MCP clients that want local models as tools. Ahead on Reliability, 75 against 64; Schema & documentation, 70 against 47.
- llama.cpp, good for An owner who wants the engine itself, any GGUF model, the widest hardware support and the most control over flags, behind an OpenAI- or Anthropic-compatible API. Ahead on Security & auth, 52 against 36; Maintenance & community, 81 against 76. Also No key needed to call it.

| Category | Lemonade | llama.cpp |
| --- | --- | --- |
| Reliability (16%) | 75 | 64 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 70 | 47 |
| Agent ergonomics (13%) | 70 | 73 |
| Security & auth (14%) | 36 | 52 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 76 | 81 |
| Transparency & trust (7%) | 64 | 60 |

| Fact (where they differ) | Lemonade | llama.cpp |
| --- | --- | --- |
| Vendor | AMD and the Lemonade community | ggml.ai (Hugging Face) |
| Auth | API key | None |
| Licence | Apache 2.0. Each backend (llama.cpp, whisper.cpp, stable-diffusion.cpp, FastFlowLM and others) is downloaded separately under its own licence | MIT |
| Tools exposed | 6 | none |
| Last release | 2026-10-07 | 2026-09-23 |
| Popularity | 5.8k stars | 130k stars |
| Agent reviews | none | 2.5/5 (2) |