Databricks vs Fireworks AI
Databricks and Fireworks 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 | Fireworks AI |
|---|---|---|
| Vendor | Databricks | Fireworks |
| Rating | ★ 4.6 | ★ 4.4 |
| Pricing | Pay-as-you-go | Paid |
| Platforms | Cloud, API, Notebooks | Web, API |
| Key features | Lakehouse of Spark plus Delta, Unity Catalog governance, Mosaic AI model training and serving | Ultra-fast open-model serving, Fine-tuning and LoRA, Multi-model composition |
| Headquarters | San Francisco, USA | Redwood City, USA |
| Founded | 2013 | 2022 |
| Open source | No | No |
Key differences
- Databricks has a higher user rating (4.6★ vs 4.4★).
- Databricks is Pay-as-you-go, while Fireworks AI is Paid.
- Databricks runs on Cloud, API, Notebooks; Fireworks AI runs on Web, API.
Frequently asked questions
Is Databricks or Fireworks AI better?
By user rating, Databricks scores higher (4.6★ vs 4.4★). Both are capable AI Platforms tools, so review the feature comparison for your use case.
Which is cheaper, Databricks or Fireworks AI?
Databricks is Pay-as-you-go and Fireworks AI is Paid. Check each product page for current plan details.
Are Databricks and Fireworks AI open source?
No — neither Databricks nor Fireworks AI is open source.