H2O.ai
Open-source AutoML platform for building and scoring predictive models at scale.
Our editorial assessment, based on the public sources listed below. Last reviewed .
- Task rank
- #32
- Tier
- A
- Score
- 70.3
Strengths
- H2O-3 is open source with a free community tier
- AutoML automates model selection and tuning
- Scales from a laptop to distributed clusters
Considerations
- Interpreting AutoML output still needs a data science background
- Managed cloud tiers are priced for enterprise teams
Price
Open source free; managed cloud priced on request
Shown for reference — price is not part of the score.
Score breakdown
- Performance
- 70.0
- 55% of score
- Reputation
- 65.0
- 35% of score
- Recency
- 90.0
- 10% of score
The overall score combines these sub-scores using the weights shown. How we score →
Verification status
Each field carries its own re-verification date. Amber means older than 90 days — treat those figures as stale until re-checked.
- Pricing
- Benchmark
- Reputation
- Feature list
Checked against the sources listed below.
Sources
Alternatives in Data Analysis
- #1Microsoft Power BISScore 90.9A business intelligence platform that integrates AI into the Microsoft ecosystem for data analysis and visualization.
- #2ChatGPT (Advanced Data Analysis)SScore 89.8ChatGPT's data analysis mode runs Python on uploaded files to clean, analyze and visualize data.
- #31Sigma ComputingAScore 71.6Spreadsheet-style cloud analytics with AI-assisted queries that run live on the warehouse.