---
title: "ollama vs ray"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/ollama-ollama-vs-ray-project-ray"
tools: ["ollama-ollama", "ray-project-ray"]
---

# ollama vs ray

Neutral, constraint-first comparison with live GitHub stats.

| | [ollama](/tools/ollama-ollama.md) | [ray](/tools/ray-project-ray.md) |
| --- | --- | --- |
| Tagline | Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. | Unified framework for scaling AI and Python applications |
| Stars | 175,664 | 43,154 |
| Forks | 16,872 | 7,773 |
| Open issues | 3,378 | 3,467 |
| Language | Go | Python |
| License | MIT | Apache-2.0 |
| Categories | AI Agents, LLM Frameworks | Model Training, Data & Retrieval, Inference & Serving, LLM Frameworks, Developer Tools |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=ollama-ollama`](/api/graphcanon/graph?tool=ollama-ollama)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_