H2O Driverless AI vs Alteryx Machine Learning

H2O Driverless AI8.8Visit Alteryx Machine Learning8.7Visit

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

Alteryx Machine Learning #8 in Predictive Analytics Software 8.7/10 30-day trial Free trial✓ 5 of 5 features Visit Alteryx

• H2O Driverless AI fits best

  Automated modeling with strong interpretability

• Alteryx Machine Learning fits best

  Alteryx users needing guided AutoML

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Side by side

Feature	H2O Driverless AI 8.8/10 Visit ↗	Alteryx Machine Learning 8.7/10 Visit ↗
At a glance
Editor score	8.8	8.7
Ranking	#7 in Predictive Analytics Software	#8 in Predictive Analytics Software
Best for	Automated modeling with strong interpretability	Alteryx users needing guided AutoML
Pricing model	Paid	Paid
Starting price	Pricing on request · 21-day trial	—
Free plan	—	—
Free trial	21 days	30 days
Free trial length	21 days	30 days
Deployment	Cloud, Self-hosted	Cloud
Platforms	Web, Windows, macOS, Linux	Web
Support	Community, Docs	Community, Docs
Integrations	14 integrations	4 integrations
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features H2O Driverless AI 5/5 · Alteryx Machine Learning 5/5
Forecasting workflows	✓	✓
Model evaluation	✓	✓
Automated machine learning	✓	✓
Time-series modeling	✓	✓
API access	✓	✓
Specs
Deployment mode	Batch_and_real-time	Batch
Data connectors	Not checked yet	Not checked yet
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	Automates feature engineering, model training, and model comparison Supports forecasting, prediction intervals, and configurable horizons Exports models as Python code and integrates with Alteryx Designer
Cons	Pricing requires contacting sales No free plan is available Support status should be verified before purchase	Paid product with no free plan Professional and Enterprise pricing requires sales contact Best fit depends on the Alteryx ecosystem
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 →	Alteryx Machine Learning is a cloud-based application for business analysts, data scientists, and organizations building predictive models from uploaded or Alteryx One data. Its guided workflow covers automated machine learning, feature… 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

• Alteryx Machine Learning — where it wins

  • Automates feature engineering, model training, and model comparison
  • Supports forecasting, prediction intervals, and configurable horizons
  • Exports models as Python code and integrates with Alteryx Designer

  Where it doesn't

  • Paid product with no free plan
  • Professional and Enterprise pricing requires sales contact
  • Best fit depends on the Alteryx ecosystem

• 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 →
• Alteryx Machine Learning8.7/10 · 30-day trial

  A focused AutoML choice for teams working in the Alteryx ecosystem.

  Visit AlteryxFull verdict →