# Ollama vs vLLM — developer ecosystem comparison

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

Ollama and vLLM both appear on the Smoower Developer Ecosystem Index.

vLLM (rank #97) holds a narrow lead over Ollama (rank #205) on the overall Smoower ecosystem score (58 vs 51). The gap of 7 points reflects composite signals across code, docs, community and reach.

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

Ollama carries 199,262 GitHub stars across 4 public repos, with 4 repositories active in the last 90 days and 292 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.

Ollama is the stronger read for anyone weighting momentum. 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 | Ollama | vLLM |
| --- | --- | --- |
| Overall score | 51.0 | 58.0 |
| Overall rank | #205 | #97 |
| Category | ai | ai |
| Code & Polish | 65.0 | 82.0 |
| Education | 59.0 | 74.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 45.0 | 77.0 |
| Reach | 50.0 | 54.0 |
| Momentum | 76.0 | 45.0 |

## Full reports

- Ollama: https://www.smoower.com/ollama.md
- vLLM: https://www.smoower.com/vllm-project.md

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HTML version: https://www.smoower.com/compare/ollama-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