Dataform vs KNIME Analytics Platform
Dataform
cloud.google.com
KNIME Analytics Platform
knime.comSide by side
| Figure | Dataform | KNIME Analytics Platform |
|---|---|---|
| Price from | Free | $19/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | — |
| Plans published | 1 | 4 |
| Spec score · Data Preparation for Analytics | 7.7 (#12) | 8.1 (#10) |
| Spec score · Data Transformation Tools | 7.6 (#23) | 8.1 (#16) |
| Purpose | Dataform helps data teams develop, test, version control, and schedule SQL workflows that transform data in BigQuery. | KNIME Analytics Platform creates visual workflows for data access, transformation, analysis, modeling, and visualization. |
| Security | Dataform compiles code in a sandbox without internet access, and compilation cannot call external APIs. | KNIME describes security capabilities for user and asset management, data transfer, controlled deployment, monitoring, and logging. |
Plans
KNIME Analytics Platform
- KNIME Analytics PlatformFree
- Pro$19 a month
- Team$99 a month
- Business HubPriced on request
In their own words
Dataform
Dataform has no write-up on Specifiction yet; its figures are above.
KNIME Analytics Platform
KNIME Analytics Platform is a free, open-source desktop application for building visual workflows to access, transform, analyze, model, and visualize data. It runs on Linux, macOS, and Windows and offers more than 300 connectors to data sources and services. Workflows can blend data of any size and type, then aggregate, sort, filter, and join it locally, in databases, or in distributed big-data environments. The platform includes interactive charts, spreadsheet task automation, machine-learning libraries, LLMs, and GenAI-assisted visualizations. Users can add Python, R, and JavaScript scripts or extend workflows with custom code. Listed integrations include PostgreSQL, Snowflake, Databricks, and BigQuery, along with cloud services, BI tools, and AI providers. KNIME describes security and governance capabilities such as workflow auditability and versioning, credential management, monitoring, logging, and data anonymization. It says processing takes place through KNIME Software on infrastructure chosen by the user. Downloading requires an email address and acceptance of terms and the Privacy Policy.