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An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Shimmy vs ollama

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Shimmy

⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.

Best matched with other inference tools.

5.8K
Stars
+1.0K
Weekly
76/100
Health
ollama

Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Best matched with other inference tools.

182.2K
Stars
+450
Weekly
88/100
Health

Quick Take

Adoption

ollama has the larger GitHub footprint with 182.2K stars.

Momentum

Shimmy is currently growing faster at +1.0K stars this week.

Maintenance

ollama has the stronger automated maintenance signal at 88/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalShimmyollama
Evidence statusNeeds recheck· 2026-08-31 11:03 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars5.8K182.2K
Weekly growth+1.0K+450
Health scoreHealthy76/100Strong88/100
Contributors1600
Commits per week9.724.5
Open issues83.2K
LanguageRustGo
LicenseApache-2.0MIT
Last commit2026-08-30 22:45 UTC2026-10-04 05:57 UTC
Last releasev2.6.4v0.23.2

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