Celestial AI vs Databricks
Which Infrastructure AI tool is better in 2026?
Celestial AI
Photonic Fabric optical interconnect for AI infrastructure
Databricks
The data + AI company
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Celestial AI | Databricks |
|---|---|---|
| Taglinei | Photonic Fabric optical interconnect for AI infrastructure | The data + AI company |
| Foundedi | 2020 | 2013🏆 |
| HQi | Santa Clara, United States | San Francisco, US |
| Employeesi | — | 8000+🏆 |
| Neuron scorei | 77🏆 | 61 |
| Total fundingi | $515M | $5.6B🏆 |
| Latest roundi | Series C1 · Mar 2025 | Series L · Dec 2025 |
| Valuationi | — | $134B🏆 |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✓ |
| Top tier pricei | Pricing not disclosed | Committed Use Plan · Contact sales |
| Pricing summaryi | Custom | 3 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Celestial AI and Databricks.
| Capability | Celestial AI | Databricks |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✓ |
| OAuth 2.0 | ✗ | ✓ |
| SDK languages | — | 6 (Python, Java, R, Scala…) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✓ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Celestial AI
- Higher Neuron score (77 vs 61)
- Newer company (2020)
🔵 Strengths of Databricks
- Has raised more capital ($5.6B vs $515M)
- Offers a free trial
- More mature (2013)
- Verified profile
Which should you choose?
Choose Databricks if price matters most — it starts at Enterprise · Contact sales, 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
Celestial AI vs Databricks — which is better?
It depends on your priority. Celestial AI is the leaner option; Databricks has broader feature depth. See the side-by-side table above.
Is Celestial AI cheaper than Databricks?
No — Databricks's cheapest paid plan is Enterprise · Contact sales, while Celestial AI's is Custom.
Do Celestial AI and Databricks offer free plans?
Celestial AI: Paid only. Databricks: Free trial only.
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