{"data":{"slug":"llmfit","name":"llmfit","tagline":"MIT CLI — which models fit your hardware","category":"agents","categoryName":"AI Agents","url":"https://github.com/AlexsJones/llmfit","github":"https://github.com/AlexsJones/llmfit","pricing":"open-source","hook":"llmfit answers one question: which of hundreds of models and providers actually fit the machine in front of you.","whatsGood":"MIT (AlexsJones/llmfit). Rust/`cargo`/crates.io CLI. Catalog-aware hardware fit finder — VRAM, RAM, and provider options in one command instead of spreadsheet archaeology. Aimed at local/self-host planners before you pull a 70B that will not load.","theCatch":"Vs Ollama / llama.cpp / vLLM (runtimes): llmfit is the hardware fit finder, not the model runtime. Catalogs and VRAM heuristics drift; always verify against your real device and quantization. Does not download or serve models for you.","verdict":"MIT hardware-fit CLI. Pick models that fit; run them elsewhere.","addedAt":"2026-09-15","featured":false,"domain":"AI Agents","subSpecialty":"Tooling","subcategory":"Tooling","tags":["cli","self-host","permissive","active","fast-stars"],"capabilities":["cli","hardware","models"],"surfaces":["CLI","Self-host"],"ecosystem":["Rust","Multi-platform"],"licenseModel":"OSS/MIT","githubStars":38094,"starsPerWeek":1081,"access":"free","archived":false,"repo":{"createdAt":"2026-02-15","pushedAt":"2026-10-19","license":"MIT","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/llmfit","html":"/gems/llmfit","markdown":"/gems/llmfit.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}