Databricks vs Fireworks AI
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
Fireworks AI
Production-grade generative AI serving
Side-by-side
Databricks is the more established option (raised $5.6B), but Fireworks AI is cheaper to start.
| Metric | Databricks | Fireworks AI |
|---|---|---|
| Taglinei | The data + AI company | Production-grade generative AI serving |
| Foundedi | 2013🏆 | 2022 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 8000+🏆 | 50-100 |
| Neuron scorei | 95🏆 | 56 |
| Total fundingi | $5.6B🏆 | $327M |
| Latest roundi | Series L · Dec 2025 | Series C · Oct 2025 |
| Valuationi | $134B🏆 | $4B |
| Cheapest paid plani | — | —🏆 |
| Free plani | ✗ | ✓ Free Starter Credits |
| Free triali | ✓ | ✓ |
| Top tier pricei | Committed Use Plan · Contact sales | Enterprise · Contact sales |
| Pricing summaryi | 3 published plans | 4 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Fireworks AI.
| Capability | Databricks | Fireworks AI |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | 3 (Python, JavaScript, TypeScript) |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✓ | ✓ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Has raised more capital ($5.6B vs $327M)
- Higher Neuron score (95 vs 56)
- More mature (2013)
🔵 Strengths of Fireworks AI
- Offers a free plan
- Newer company (2022)
Which should you choose?
Choose Fireworks AI if price matters most — it starts at Free, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Databricks if you want the most established option — it has raised $5.6B, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Databricks vs Fireworks AI — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Fireworks AI is cheaper to start. See the side-by-side table above.
Is Databricks cheaper than Fireworks AI?
No — Fireworks AI's cheapest paid plan is Free, while Databricks's is Enterprise · Contact sales.
Do Databricks and Fireworks AI offer free plans?
Databricks: Free trial only. Fireworks AI: Yes, has a free plan.
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