auto-sklearn vs BigML
auto-sklearn
automl.github.ioBigML
bigml.comSide by side
| Figure | auto-sklearn | BigML |
|---|---|---|
| Price from | Free | $833.33/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | — | Yes |
| macOS | — | Yes |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 7 |
| Spec score · Predictive Analytics Software | 7.9 (#13) | 9.2 (#1) |
| Spec score · AutoML Software | 7.8 (#12) | 9.1 (#1) |
| Security | The opened product documentation describes time and memory resource limits but does not state security certifications or compliance claims. | BigML states that connections use HTTPS, resources are private by default, and staff cannot access customer data without explicit consent. |
| What it does | auto-sklearn automates machine learning model fitting and ensemble construction for classification and regression tasks. | BigML provides cloud and deployable machine-learning workflows for classification, regression, forecasting, clustering, anomaly detection, association discovery and topic modeling. |
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
In their own words
auto-sklearn
auto-sklearn has no write-up on Specifiction yet; its figures are above.
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.