Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Local First Ai Agent. Optimized for Local Ai models. Long context window. Proper tools callings. Runs privately on your device.
Best matched with other inference tools.
A high-throughput and memory-efficient inference and serving engine for LLMs
Best matched with other inference tools.
vllm has the larger GitHub footprint with 93.1K stars.
vllm is currently growing faster at +606 stars this week.
vllm has the stronger automated maintenance signal at 86/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Atomic Agent | vllm |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:17 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 1.2K | 93.1K |
| Weekly growth | 0 | +606 |
| Health score | Watch53/100 | Strong86/100 |
| Contributors | 6 | 2.6K |
| Commits per week | 13.2 | 208.8 |
| Open issues | 23 | 4.9K |
| Language | TypeScript | Python |
| License | MIT | Apache-2.0 |
| Last commit | 2026-07-28 17:53 UTC | 2026-10-04 06:11 UTC |
| Last release | v0.1.67 | v0.20.2 |
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