Databricks AI (formerly Mosaic AI) vs Gemini Enterprise Agent Platform (formerly Vertex AI)
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
Databricks AI (formerly Mosaic AI)
Build, serve and govern AI agents next to your lakehouse data
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Gemini Enterprise Agent Platform (formerly Vertex AI)
Google Cloud's AI and agent platform, renamed from Vertex AI in 2026
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| RECATOOLS Score | 7.3 / 10 | 7.8 / 10 |
| Capability | — | — |
| Value for money | — | — |
| Ease of use | — | — |
| ASEAN readiness | — | — |
| API quality | — | — |
| Pricing | Usage_based | Usage_based |
| Free tier | Free Edition for learning only (no commercial use, no GPU serving, quota limits); 2-week trial with up to $400 of usage | New Google Cloud customers get $300 credit valid 90 days. Express mode lets new users try Agent Platform APIs free for up to 90 days within quotas, no billing info |
| Paid from | From $0.07/DBU for model serving (Premium, AWS US East); usage-based, varies by cloud and region | Pay as you go, Gemini 3.1 Flash-Lite from $0.25 per 1M input tokens (global) |
| Has API | ✓ | ✓ |
| Open source | ✗ | ✗ |
| Free to use | ✓ | ✗ |
| Users | — | — |
| Founded | 2023 | 2021 |
| Maker | Databricks, Inc. | Google LLC |
| Verdict | 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... |
Vertex AI's successor is a mature, broad platform: Gemini and 200-plus other models, agent tooling from Agent Studio to the open-source ADK, and the full machine-learning stack tightly integrated with BigQuery, with regi... |
| Full review → | Directory listing → |
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Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.