Detailed comparison across 10 dimensions
Winner: H2O.ai
H2O.ai clearly comes out ahead of RapidMiner on Staquest's weighted six-dimension score. Both offer a free tier.
| Overview | ||
|---|---|---|
| Type | ai tool | saas tool |
| Company | H2O.ai | Altair |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Trending | Stable | Stable |
| Industries | Data & AnalyticsDevelopmentAI & Machine LearningEducation & EdTechSaaS & Cloud | Data & AnalyticsDevelopmentEducation & EdTechAI & Machine Learning |
| Categories | developer-toolsai-data-analysis | ai-data-analysis |
| Website | Visit | Visit |
H2O.ai
open source
custom
freemium
custom
custom
| Feature | h2o-ai | rapidminer |
|---|---|---|
| Enterprise-Grade Security And Compliance | ||
| Automl Functionality | ||
| 10,000 Data Row Limit | ||
| Custom Deployment Options (On-Premises, Cloud Vpc, Air-Gapped) | ||
| Advanced Data Preparation | ||
| Dedicated Technical Support | ||
| Advanced Model Deployment And Management | ||
| Distributed In-Memory Machine Learning | ||
| Basic Data Preparation | ||
| Gradient Boosted Machines, Glms, Deep Learning | ||
| Collaboration Tools | ||
| H2O Driverless Ai | ||
| Community Support | ||
| H2O Llm Studio | ||
| Dedicated Support And Consulting Services | ||
| H2Ogpte | ||
| Increased Storage And Processing Power | ||
| Support For R And Python | ||
| Integration With Existing It Infrastructure | ||
| Machine Learning Tools | ||
| Priority Support |
Showing 21 of 21 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, H2O.ai comes out ahead overall, though RapidMiner can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Both H2O.ai and RapidMiner offer a free tier.
H2O.ai is open source. The feature comparison and dimension scores above cover the full breakdown.
