Azure Machine Learning vs MLflow GenAI Evaluation
| Azure Machine Learning | MLflow GenAI Evaluation | |
|---|---|---|
| Free plan | Yes | |
| Paid from | Free | |
| Platforms | Web | api, self-hosted, Web |
| Free plan | No | Yes |
| Forecasting workflows | Yes | |
| Model evaluation | Yes | |
| Automated machine learning | Yes | |
| Deployment mode | batch_and_real-time | |
| Time-series modeling | Yes | |
| Data connectors | 3 | |
| API access | Yes | Yes |
| Evaluation methods | hybrid | |
| Tool-call checks | Yes | |
| Trace ingestion | Yes | |
| Safety evaluations | Yes | |
| Regression runs | Yes | |
| SDK language support | python | |
| Prompt version history | Yes | |
| Prompt testing | Yes | |
| Deployment controls | Yes | |
| Access controls | Yes | |
| Prompt observability | Yes |
Listed together in Best ML Experiment Tracking SoftwareBest MLOps Platforms