Comparison
mlflow vs uptrain
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| mlflow | uptrain | |
|---|---|---|
| Tagline | The open source AI engineering platform for agents, LLMs, and ML models | Unified platform to evaluate and improve Generative AI applications |
| Stars | 27k | 2.4k |
| Forks | 6.0k | 202 |
| Open issues | 2.0k | 55 |
| Language | Python | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Aug 18, 2024 |
| Categories | LLM Frameworks, Evaluation & Observability | Evaluation & Observability |
Choose mlflow if…
- More widely adopted - 27k stars vs 2.4k.
- More recently updated (last pushed Jul 7, 2026).
- Also covers LLM Frameworks.