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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

Inference vs ollama

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

Inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

Best matched with other inference tools.

9.5K
Stars
+23
Weekly
81/100
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

ollama is currently growing faster at +450 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.

SignalInferenceollama
Evidence statusNeeds recheck· 2026-09-07 09:37 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars9.5K182.2K
Weekly growth+23+450
Health scoreStrong81/100Strong88/100
Contributors161600
Commits per week27.524.5
Open issues453.2K
LanguagePythonGo
LicenseApache-2.0MIT
Last commit2026-08-31 07:15 UTC2026-10-04 05:57 UTC
Last releasev3.3.0v0.23.2

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