Guild AI
5.9#22 in ml experiment tracking softwareWebLinuxmacOSWindows
VisitGuild AI vs Metaflow
What both publish
| Fact | Guild AI | Metaflow |
|---|---|---|
| Installation | The getting-started guide says to install Guild AI with pip install guildai. | The package is installed with pip, and conda-forge installation is also documented. |
| Integrations | The documentation describes TensorBoard support and integrations involving TensorFlow and Keras. | Documented integrations include AWS Batch, AWS Step Functions, Kubernetes, Argo Workflows, and Apache Airflow. |
Guild AI plans
No prices published.
Metaflow plans
- Open-source MetaflowFree
Pick Guild AI if…
Guild AI suits machine-learning practitioners who want to track experiment runs, compare results, or search hyperparameters. It may also fit users who need TensorBoard integration or remote run workflows.
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.