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auto-sklearn vs BigML

BigML

7.7#1 in predictive analytics softwareFrom $10,000 a year
Free planWebAPImacOSSelf-hosted
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What both publish

Factauto-sklearnBigML
SecurityThe 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.

auto-sklearn plans

  • Free open-source softwareFree

BigML plans

  • FREEFree
  • Basic BigML training$800, paid once
  • BigML Lite$1,000 a month
  • Extra Support$3,000 a month
  • BigML Lite (annual)$10,000 a year
  • Bronze Enterprise$45,000 a year

Pick auto-sklearn if…

auto-sklearn suits Linux users who want to automate classification or regression model fitting while retaining control over metrics, splits, and feature types. It may also suit teams able to provide shared storage for parallel workers.

Pick BigML if…

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.

Charts they share