H2O.ai vs Databricks AI (formerly Mosaic AI)
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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Databricks AI (formerly Mosaic AI)
Build, serve and govern AI agents next to your lakehouse data
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| RECATOOLS Score | 7.2 / 10 | 7.3 / 10 |
| Capability | — | — |
| Value for money | — | — |
| Ease of use | — | — |
| ASEAN readiness | — | — |
| API quality | — | — |
| Pricing | Freemium | Usage_based |
| Free tier | H2O-3 open source under Apache 2.0: all algorithms, AutoML and distributed training, self-hosted with community support | Free Edition for learning only (no commercial use, no GPU serving, quota limits); 2-week trial with up to $400 of usage |
| Paid from | Quoted on request: annual licence based on compute and memory, not per token | From $0.07/DBU for model serving (Premium, AWS US East); usage-based, varies by cloud and region |
| Has API | ✓ | ✓ |
| Open source | ✓ | ✗ |
| Free to use | ✓ | ✓ |
| Users | 20,000+ global organizations, 1M+ data scientists | — |
| Founded | 2012 | 2023 |
| Maker | Sri Ambati, Cliff Click, Arno Candel | Databricks, Inc. |
| 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... |
Databricks AI makes sense when your data already lives in Databricks: agents, model serving, AI Search and Unity Gateway governance all work against Unity Catalog without copying data to another platform. Agent Bricks an... |
| 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.