whichllm

CLI that auto-detects your hardware and ranks which local LLMs will actually run well on it.

Desktopfreeglobal

A command-line tool that inspects a machine's CPU, GPU, and RAM and ranks compatible local LLMs from HuggingFace using recency-aware runtime benchmarks rather than parameter counts. It helps developers and hobbyists choose models that will actually run on their hardware — offering a GPU-simulation mode to check compatibility before buying hardware and a conservative mode that limits recommendations to models that fit fully in VRAM — and is a free, open-source desktop CLI.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of whichllm - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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