H2O Driverless AI vs BigML

H2O Driverless AI8.8Visit BigML7.6Visit

Higher score H2O Driverless AI #7 in Predictive Analytics Software 8.8/10 Pricing on request · 21-day trial Free trial✓ 5 of 5 features Visit H2O.ai

vs

BigML #18 in Predictive Analytics Software 7.6/10 Free plan · 3-day trial Free planFree trial✓ 5 of 5 features Visit BigML

• H2O Driverless AI fits best

  Automated modeling with strong interpretability

• BigML fits best

  Teams wanting a flexible low-code predictive platform

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Side by side

Feature	H2O Driverless AI 8.8/10 Visit ↗	BigML 7.6/10 Visit ↗
At a glance
Editor score	8.8	7.6
Ranking	#7 in Predictive Analytics Software	#18 in Predictive Analytics Software
Best for	Automated modeling with strong interpretability	Teams wanting a flexible low-code predictive platform
Pricing model	Paid	Free plan + paid
Starting price	Pricing on request · 21-day trial	$10,000/yr
Free plan	—	✓ (best)
Free trial	21 days	3 days
Free trial length	21 days	3 days · no card needed
Deployment	Cloud, Self-hosted	Cloud, Self-hosted, Desktop
Platforms	Web, Windows, macOS, Linux	Web, macOS
Support	Community, Docs	Email, Live chat, Phone · 24/7
Integrations	14 integrations	15 integrations
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features H2O Driverless AI 5/5 · BigML 5/5
Forecasting workflows	✓	✓
Model evaluation	✓	✓
Automated machine learning	✓	✓
Time-series modeling	✓	✓
API access	✓	✓
Specs
Deployment mode	Batch_and_real-time	Real-time
Data connectors	Not checked yet	4
Our review
Pros	Automates feature engineering, validation, tuning, and model selection Provides forecasting, explanations, visualizations, and custom recipes Supports REST deployment, scoring artifacts, and Python and R APIs	Free plan includes unlimited tasks and resources Supports forecasting, AutoML, evaluation, and explainability Cloud, on-premises, private-cloud, API, and self-hosted options
Cons	Pricing requires contacting sales No free plan is available Support status should be verified before purchase	Paid entry starts at $1,000 per month Free tasks are limited to 16 MB datasets and two parallel tasks BigML Lite is limited to five users and one organization
Our verdict	H2O Driverless AI is an enterprise automated machine-learning platform for data scientists, analysts, and IT teams. It supports tabular predictive modeling and time-series forecasting while automating feature engineering, model validation,… Read the review →	BigML is a cloud and deployable machine learning platform for analysts, developers, scientists, and organizations. It covers classification, regression, time-series forecasting, clustering, anomaly detection, association discovery, topic… Read the review →

Strengths and trade-offs

• H2O Driverless AI — where it wins

  • Automates feature engineering, validation, tuning, and model selection
  • Provides forecasting, explanations, visualizations, and custom recipes
  • Supports REST deployment, scoring artifacts, and Python and R APIs

  Where it doesn't

  • Pricing requires contacting sales
  • No free plan is available
  • Support status should be verified before purchase

• BigML — where it wins

  • Free plan includes unlimited tasks and resources
  • Supports forecasting, AutoML, evaluation, and explainability
  • Cloud, on-premises, private-cloud, API, and self-hosted options

  Where it doesn't

  • Paid entry starts at $1,000 per month
  • Free tasks are limited to 16 MB datasets and two parallel tasks
  • BigML Lite is limited to five users and one organization

• H2O Driverless AI8.8/10 · Pricing on request · 21-day trial

  Automated modeling with interpretability, forecasting, and deployment for technical teams.

  Visit H2O.aiFull verdict →
• BigML7.6/10 · Free plan · 3-day trial

  A flexible low-code predictive platform with broad modeling, automation, and deployment options.

  Visit BigMLFull verdict →