Databricks vs Vertex AI
Databricks and Vertex AI are both AI Platforms tools in our directory. This side-by-side comparison covers pricing, user ratings, supported platforms, key features and open-source status so you can decide which one fits your needs.
Side-by-side comparison
| Attribute | Databricks | Vertex AI |
|---|---|---|
| Vendor | Databricks | Google Cloud |
| Rating | ★ 4.6 | ★ 4.5 |
| Pricing | Pay-as-you-go | Pay-as-you-go |
| Platforms | Cloud, API, Notebooks | GCP Console, API, SDK |
| Key features | Lakehouse of Spark plus Delta, Unity Catalog governance, Mosaic AI model training and serving | Gemini and third-party models on one platform, Tuning and distillation jobs, Vertex Search / RAG tooling |
| Headquarters | San Francisco, USA | Mountain View, USA |
| Founded | 2013 | 2021 |
| Open source | No | No |
Key differences
- Databricks has a higher user rating (4.6★ vs 4.5★).
- Both Databricks and Vertex AI use a Pay-as-you-go model.
- Databricks runs on Cloud, API, Notebooks; Vertex AI runs on GCP Console, API, SDK.
Frequently asked questions
Is Databricks or Vertex AI better?
By user rating, Databricks scores higher (4.6★ vs 4.5★). Both are capable AI Platforms tools, so review the feature comparison for your use case.
Which is cheaper, Databricks or Vertex AI?
Both Databricks and Vertex AI use a Pay-as-you-go pricing model.
Are Databricks and Vertex AI open source?
No — neither Databricks nor Vertex AI is open source.