H2O.ai
Open-source and commercial ML platform for scalable predictions
Ranked #9 in Best data science platforms, and on 1 more ranking.
H2O.ai provides both open-source and commercial solutions for building machine learning models at scale. It emphasises speed, interpretability and automation whilst supporting on-premise and cloud deployments.
At a glance
| Price from | Open-source free; DriverlessAI from £25,000 per year |
| Best for | Technical teams and data scientists wanting flexibility and cost-efficiency |
From H2O.ai's own website.
Company facts
| Founded | 2012 |
| Headquarters | Mountain View |
| Social profiles | LinkedIn, X, YouTube, GitHub |
Facilities and features
Its website also mentions:
- Self-serve sign-up
- Integrations
What stands out
H2O.ai enables secure transition from pilots to production using private data.
“H2O.ai helps you transition from pilots to production using your models and private data—deployed securely on your infrastructure.”H2O.ai, own website
The product is recognised as a Visionary in the Gartner Magic Quadrant.
“H2O.ai named a Visionary in the 2026 Gartner® Magic Quadrant™ for AI Platforms for Data Science and Machine Learning”H2O.ai, own website
Worth knowing
- Steeper learning curve for non-technical users
- Smaller commercial ecosystem compared to enterprise platforms
How it ranks
H2O.ai is ranked 9th of 10 in Best data science platforms (Lister Score 80.0) and 10th of 10 in Enterprise data science platforms (Lister Score 80.0).
#9 in Best data science platforms · Lister Score 80.0
H2O.ai offers an enterprise platform for secure model development.
Accelerates model development with AutoML capabilities.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 12; buying information on its own site 8.
“H2O.ai named a Visionary in the 2026 Gartner® Magic Quadrant™ for AI Platforms for Data Science and Machine Learning”H2O.ai, own website
| Rank | Best data science platforms | Score |
|---|---|---|
| 1 | Alteryx | 96.0 |
| 2 | Deepnote | 96.0 |
| 3 | Cloudera | 90.0 |
| 4 | Knime Analytics Platform | 90.0 |
| 5 | Databricks | 88.0 |
| 6 | mpds.io | 86.0 |
| 7 | Anaconda | 84.0 |
| 8 | Dataiku | 84.0 |
| 9 | H2O.ai | 80.0 |
| 10 | Hex | 78.0 |
#10 in Enterprise data science platforms · Lister Score 80.0
H2O.ai offers an enterprise platform with secure, on-premise deployment options.
Built for Regulated industries requiring sovereign AI.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 12; buying information on its own site 8.
“H2O.ai named a Visionary in the 2026 Gartner® Magic Quadrant™ for AI Platforms for Data Science and Machine Learning”H2O.ai, own website
“H2O.ai is the trusted AI partner to more than 20,000 organizations around the world.”H2O.ai, own website
| Rank | Enterprise data science platforms | Score |
|---|---|---|
| 1 | Alteryx | 94.0 |
| 2 | IOMETE | 92.0 |
| 3 | Qubole | 92.0 |
| 4 | Cloudera | 90.0 |
| 5 | Neo4j Graph Intelligence Platform | 90.0 |
| 6 | Databricks | 88.0 |
| 7 | mpds.io | 86.0 |
| 8 | Anaconda | 84.0 |
| 9 | Snowflake | 82.0 |
| 10 | H2O.ai | 80.0 |
Frequently asked questions
How does H2O.ai rank on Lister?
H2O.ai is ranked 9th of 10 in Best data science platforms (Lister Score 80.0) and 10th of 10 in Enterprise data science platforms (Lister Score 80.0).