---
title: "ollama vs ml-engineering"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/ollama-ollama-vs-stas00-ml-engineering"
tools: ["ollama-ollama", "stas00-ml-engineering"]
---

# ollama vs ml-engineering

Neutral, constraint-first comparison with live GitHub stats.

| | [ollama](/tools/ollama-ollama.md) | [ml-engineering](/tools/stas00-ml-engineering.md) |
| --- | --- | --- |
| Tagline | Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. | Machine Learning Engineering Open Book |
| Stars | 175,664 | 18,259 |
| Forks | 16,872 | 1,158 |
| Open issues | 3,378 | 2 |
| Language | Go | Python |
| License | MIT | CC-BY-SA-4.0 |
| Categories | AI Agents, LLM Frameworks | Model Training, Inference & Serving, 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/_