--- title: AlexsJones/llmfit: Hundreds of models & providers. One... description: llmfit is a Rust-based terminal tool that detects your system's RAM, CPU, and GPU specs, then scores hundreds of LLM models across quality, speed, fit, and... canonical: https://daily.dev/posts/sl7h279r3 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: AlexsJones/llmfit: Hundreds of models & providers. One command to find what runs on your hardware. | daily.dev og:description: llmfit is a Rust-based terminal tool that detects your system's RAM, CPU, and GPU specs, then scores hundreds of LLM models across quality, speed, fit, and... og:url: https://daily.dev/posts/sl7h279r3 og:image: https://api.daily.dev/og/posts/SL7H279R3.png og:image:alt: Post cover image og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # AlexsJones/llmfit: Hundreds of models & providers. One command to find what runs on your hardware. **[Daily Open Source Tools](https://daily.dev/sources/dailyopensourcetools)** · [@serdarbuyukdereli](https://daily.dev/serdarbuyukdereli) · 2 upvotes · 0 comments ## Summary llmfit is a Rust-based terminal tool that detects your system's RAM, CPU, and GPU specs, then scores hundreds of LLM models across quality, speed, fit, and context dimensions to tell you which ones will actually run on your hardware. It features an interactive TUI and classic CLI mode, supports multi-GPU setups, MoE architectures (with proper expert offloading for models like Mixtral and DeepSeek), dynamic quantization selection, and speed estimation per backend (CUDA, Metal, ROCm, etc.). It integrates with local runtime providers Ollama, llama.cpp, and MLX, allowing direct model downloads from the TUI. A Plan mode lets you reverse the analysis to estimate what hardware a given model configuration requires. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Stop guessing which local AI models fit your hardware — this free tool does it for you](https://daily.dev/posts/stop-guessing-which-local-ai-models-fit-your-hardware-this-free-tool-does-it-for-you-g0pvmddqa) · XDA Developers · 0 upvotes · 0 comments - [GitHub - Andyyyy64/whichllm: Find the local LLM that actually runs — and performs best — on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. 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