BigML vs KNIME Analytics Platform
BigML
bigml.com
KNIME Analytics Platform
knime.comSide by side
| Figure | BigML | KNIME Analytics Platform |
|---|---|---|
| Price from | $833.33/mo | $19/mo |
| Free plan | Yes | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | Yes | Yes |
| Linux | — | Yes |
| API | Yes | — |
| Self-hosted | Yes | — |
| Plans published | 7 | 4 |
| Spec score · Predictive Analytics Software | 9.2 (#1) | 8.3 (#7) |
| Spec score · Data Science Analytics | 9.2 (#1) | 8.1 (#11) |
| Spec score · Low-Code Machine Learning Platforms Software | 9.2 (#1) | 8.1 (#5) |
| Founded | 2011 | 2006 |
| Headquarters | BigML lists Corvallis, Oregon as headquarters and Valencia, Spain as its European headquarters. | Zurich, Switzerland |
| Integrations | Official tools include Google Sheets, Zapier, Node-RED, Alexa, PredictServer and a native BigMLX macOS application. | Listed integrations include databases and warehouses such as PostgreSQL, Snowflake, Databricks, and BigQuery, plus cloud services, BI tools, and AI providers. |
| Security | BigML states that connections use HTTPS, resources are private by default, and staff cannot access customer data without explicit consent. | KNIME describes security capabilities for user and asset management, data transfer, controlled deployment, monitoring, and logging. |
Plans
BigML
- FREEFree
- Basic BigML training$800, paid once
- BigML Lite$1,000 a month
- Extra Support$3,000 a month
- BigML Lite$10,000 a year
- BigML Lite (annual)$10,000 a year
- Bronze Enterprise$45,000 a year
KNIME Analytics Platform
- KNIME Analytics PlatformFree
- Pro$19 a month
- Team$99 a month
- Business HubPriced on request
In their own words
BigML
BigML is a machine-learning platform for classification, regression, forecasting, clustering, anomaly detection, association discovery, and topic modeling. It provides interactive model visualizations, prediction explanations, and field-importance views. Models can be exported in JSON PML or PMML formats for use in programming languages and web, mobile, or IoT applications. OptiML helps select and tune models; WhizzML automates workflows, and Scriptify turns workflows into reusable scripts. Users can work through the REST API and language bindings including Python, Node.js, Ruby, Java, and Swift. Listed integrations include Node-RED, Google Sheets, Zapier, Alexa, Docker, and macOS. BigML runs on web, macOS, API, and self-hosted platforms, with private deployments available on a cloud provider, ISP, or on-premises. The free plan is $0/month and includes up to 60 tasks, a 16 MB per-task dataset limit, and two parallel tasks. Paid plans start at $1,000/month; a three-day trial is available.
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.