Kedro vs Weights & Biases
Kedro
kedro.org
Weights & Biases
wandb.aiSide by side
| Figure | Kedro | Weights & Biases |
|---|---|---|
| Price from | Free | $60/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | — | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| iOS | — | Yes |
| Android | — | Yes |
| API | — | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 5 |
| Spec score · Data Version Control Tools | 7.4 (#28) | 8.6 (#7) |
| Deployment | Kedro documents single-machine and distributed deployment, with targets including Prefect, Kubeflow, AWS Batch, SageMaker, Databricks, and Dask. | W&B offers multi-tenant SaaS, isolated dedicated cloud and customer-managed cloud or on-premises deployments. |
| Integrations | Listed integrations include Amazon SageMaker, Apache Airflow, Apache Spark, Azure ML, Dask, Databricks, Docker, Jupyter Notebook, Kubeflow, MLflow, and VertexAI. | W&B is designed to integrate with customers' ML stacks and tools and offers managed or self-managed deployment choices. |
| Support | The project points users to its community on Slack for technical questions and provides documentation and tutorials. | Support tiers are Standard, Standard Plus and Premium; Premium adds 24/7 coverage, faster response targets, roadmap sessions and engineering access. |
| What it does | Kedro is an open-source Python framework for building production-ready data engineering and data science pipelines. | Weights & Biases is an AI developer platform for building, training, fine-tuning, evaluating and managing AI models and applications. |
Plans
Weights & Biases
- FreeFree
- PersonalFree
- Pro$60 a month
- Advanced EnterprisePriced on request
- EnterprisePriced on request
In their own words
Weights & Biases
Weights & Biases has no write-up on Specifiction yet; its figures are above.