Metaflow
7.5#4 in ml experiment tracking softwareFree planFree planWebAPILinuxmacOS
VisitMetaflow vs Sacred
What both publish
| Fact | Metaflow | Sacred |
|---|---|---|
| Installation | The package is installed with pip, and conda-forge installation is also documented. | The README says Sacred can be installed from PyPI using pip or installed from its Git repository. |
| Integrations | Documented integrations include AWS Batch, AWS Step Functions, Kubernetes, Argo Workflows, and Apache Airflow. | The README describes a Neptune integration that logs Sacred experiments through an observer. |
Metaflow plans
- Open-source MetaflowFree
Sacred plans
No prices published.
Pick Metaflow if…
Metaflow is suited to data scientists and ML or AI engineers building workflows that may need scaling. It is less useful for simple notebook experiments without scaling or operational complexity needs.
Pick Sacred if…
You want what its maker publishes above — check its page for the details.