BigML
7.7#1 in predictive analytics softwareFrom $10,000 a yearFree planWebAPImacOSSelf-hosted
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| Fact | BigML | KNIME Analytics Platform |
|---|---|---|
| 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. |
BigML suits analysts, software developers, and scientists who need machine-learning tools, workflow automation, or model deployment options. Its API and language bindings may suit teams integrating models into software.
The free desktop platform suits individuals who need visual data workflows, broad data connectivity, analysis, modeling, and visualization. Teams and enterprises with business needs are directed toward Business Hub, while users who code can add Python, R, or JavaScript.