---
title: "mlflow vs uptrain"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/mlflow-mlflow-vs-uptrain-ai-uptrain"
tools: ["mlflow-mlflow", "uptrain-ai-uptrain"]
---

# mlflow vs uptrain

Neutral, constraint-first comparison with live GitHub stats.

| | [mlflow](/tools/mlflow-mlflow.md) | [uptrain](/tools/uptrain-ai-uptrain.md) |
| --- | --- | --- |
| Tagline | The open source AI engineering platform for agents, LLMs, and ML models | Unified platform to evaluate and improve Generative AI applications |
| Stars | 26,923 | 2,354 |
| Forks | 5,962 | 202 |
| Open issues | 2,025 | 55 |
| Language | Python | Python |
| License | Apache-2.0 | Apache-2.0 |
| Categories | LLM Frameworks, Evaluation & Observability | Evaluation & Observability |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=mlflow-mlflow`](/api/graphcanon/graph?tool=mlflow-mlflow)
- 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/_