Comparison
evidently vs mlflow
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| evidently | mlflow | |
|---|---|---|
| Tagline | Evidently is an open-source ML and LLM observability framework. | The open source AI engineering platform for agents, LLMs, and ML models |
| Stars | 7.7k | 27k |
| Forks | 874 | 6.0k |
| Open issues | 285 | 2.0k |
| Language | Jupyter Notebook | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last pushed | May 2, 2026 | Jul 7, 2026 |
| Categories | Evaluation & Observability | LLM Frameworks, Evaluation & Observability |