H2O.ai vs DataRobot
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
H2O.ai
Free Apache-2.0 AutoML engine, plus a quoted enterprise platform for p...
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DataRobot
AutoML pioneer now selling a governed platform for enterprise AI agent...
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| RECATOOLS Score | 7.2 / 10 | 7 / 10 |
| Capability | — | — |
| Value for money | — | — |
| Ease of use | — | — |
| ASEAN readiness | — | — |
| API quality | — | — |
| Pricing | Freemium | Enterprise |
| Free tier | H2O-3 open source under Apache 2.0: all algorithms, AutoML and distributed training, self-hosted with community support | 30-day free trial with full platform access and community support; no lasting free plan |
| Paid from | Quoted on request: annual licence based on compute and memory, not per token | Quoted on request: private-offer contracts of 12, 24 or 36 months, plus usage overages |
| Has API | ✓ | ✓ |
| Open source | ✓ | ✗ |
| Free to use | ✓ | ✗ |
| Users | 20,000+ global organizations, 1M+ data scientists | 850+ enterprise customers (2026) |
| Founded | 2012 | 2012 |
| Maker | Sri Ambati, Cliff Click, Arno Candel | Jeremy Achin, Thomas DeGodoy |
| Verdict | H2O-3 remains one of the most capable free machine-learning engines available: distributed training, a sensible AutoML baseline and Python, R and JVM interfaces under Apache 2.0, with no usage cap. Production extras such... |
DataRobot's strength is governance that follows the workload: an agent registry with approvals, real-time checks for PII leakage and prompt injection, per-agent identities and audit trails, the same whether it runs in AW... |
| Full review → | Full review → |
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Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.