# Jina AI vs vLLM — developer ecosystem comparison

> Side-by-side comparison of Jina AI and vLLM on public developer-ecosystem signals.

Jina AI (Your Search Foundation, Supercharged! (acquired by @elastic 2025/10)) and vLLM both appear on the Smoower Developer Ecosystem Index.

vLLM (rank #85) holds a modest lead over Jina AI (rank #272) on the overall Smoower ecosystem score (58 vs 47). The gap of 11 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), vLLM is clearly ahead of Jina AI. On education (docs, guides and learning material for developers), vLLM is ahead of Jina AI. On community (issue response, PR reviews and discussion health), vLLM is clearly ahead of Jina AI. On reach (how visible the ecosystem is beyond its own repos), Jina AI is slightly ahead of vLLM. On momentum (release cadence and how fast the ecosystem moves), vLLM is clearly ahead of Jina AI.

Jina AI carries 73,524 GitHub stars across 267 public repos, with 9 repositories active in the last 90 days and 9 external contributors on record. vLLM shows 131,658 stars across 52 public repos, 43 active in the last 90 days and 1,044 external contributors.

Jina AI is the stronger read for anyone weighting reach. vLLM looks better where community is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

## Scores

| Metric | Jina AI | vLLM |
| --- | --- | --- |
| Overall score | 47.0 | 58.0 |
| Overall rank | #272 | #85 |
| Category | ai | ai |
| Code & Polish | 61.0 | 82.0 |
| Education | 57.0 | 74.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 39.0 | 77.0 |
| Reach | 59.0 | 54.0 |
| Momentum | 18.0 | 45.0 |

## Full reports

- Jina AI: https://www.smoower.com/jina-ai.md
- vLLM: https://www.smoower.com/vllm-project.md

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HTML version: https://www.smoower.com/compare/jina-ai-vs-vllm-project
Machine index: https://www.smoower.com/llms.txt · MCP server: https://www.smoower.com/mcp · REST API: https://www.smoower.com/api/v1