RigSpark

Checks which local LLMs your computer can run, before you download the weights.

Desktopfreeglobal

RigSpark is a free tool that checks which local LLMs a computer can actually run, scoring GPU VRAM and RAM to give yes/slow/no verdicts and expected tokens-per-second before the user downloads any model weights, then offers verified installs via Ollama, llama.cpp, MLX, or LM Studio. It's aimed at people running local LLMs who want to avoid downloading multi-gigabyte models that turn out to run too slowly on their hardware.

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Behind the summary, Matchbox keeps a richer profile of RigSpark - 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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