Databricks vs SF Compute
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
SF Compute
A real-time marketplace for AI compute
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | SF Compute |
|---|---|---|
| Taglinei | The data + AI company | A real-time marketplace for AI compute |
| Foundedi | 2013🏆 | 2023 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 8000+🏆 | 11-50 |
| Neuron scorei | 95🏆 | 67 |
| Total fundingi | $5.6B🏆 | $52M |
| Latest roundi | Series L · Dec 2025 | Seed |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | Pricing not disclosed |
| Free plani | ✗ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Committed Use Plan · Contact sales | Pricing not disclosed |
| Pricing summaryi | 3 published plans | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and SF Compute.
| Capability | Databricks | SF Compute |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | — |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✓ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Has raised more capital ($5.6B vs $52M)
- Higher Neuron score (95 vs 67)
- More mature (2013)
- Verified profile
🔵 Strengths of SF Compute
- Offers a free plan
- Newer company (2023)
Which should you choose?
Choose SF Compute 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 SF Compute — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; SF Compute has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than SF Compute?
No — SF Compute's cheapest paid plan is Free, while Databricks's is Enterprise · Contact sales.
Do Databricks and SF Compute offer free plans?
Databricks: Free trial only. SF Compute: Yes, has a free plan.
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