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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

Kimi K3 In C vs vllm

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

Kimi K3 In C

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

Best matched with other inference tools.

7.2K
Stars
+282
Weekly
64/100
Health
vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Best matched with other inference tools.

93.1K
Stars
+606
Weekly
86/100
Health

Quick Take

Adoption

vllm has the larger GitHub footprint with 93.1K stars.

Momentum

vllm is currently growing faster at +606 stars this week.

Maintenance

vllm has the stronger automated maintenance signal at 86/100. 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.

SignalKimi K3 In Cvllm
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars7.2K93.1K
Weekly growth+282+606
Health scoreHealthy64/100Strong86/100
Contributors102.6K
Commits per week4.9208.8
Open issues144.9K
LanguageCPython
LicenseApache-2.0Apache-2.0
Last commit2026-08-26 07:36 UTC2026-10-04 06:11 UTC
Last releasev1.0.0v0.20.2

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