Databricks vs Scale AI
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
Scale AI
Data labeling and AI infrastructure platform powering frontier models for enterprises and governments.
Side-by-side
Scale AI is the more established option (raised $14.3B); pricing is comparable on both sides.
| Metric | Databricks | Scale AI |
|---|---|---|
| Taglinei | The data + AI company | Data labeling and AI infrastructure platform powering frontier models for enterprises and governments. |
| Foundedi | 2013🏆 | 2016 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | 8000+🏆 | 1000+ |
| Neuron scorei | 95🏆 | 85 |
| Total fundingi | $5.6B | $14.3B🏆 |
| Latest roundi | Series L · Dec 2025 | Strategic · Jun 2025 |
| Valuationi | $134B🏆 | $29B |
| Cheapest paid plani | — | — |
| Free plani | ✗ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Committed Use Plan · Contact sales | Enterprise / Custom · Contact sales |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Scale AI.
| Capability | Databricks | Scale AI |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✓ | ✓ |
| OAuth 2.0 | ✓ | ✓ |
| SDK languages | 6 (Python, Java, R, Scala…) | 1 (Python) |
| Free plan | ✗ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✓ | ✓ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Databricks
- Higher Neuron score (95 vs 85)
- Offers a free trial
- More mature (2013)
🔵 Strengths of Scale AI
- Has raised more capital ($14.3B vs $5.6B)
- Newer company (2016)
Which should you choose?
Choose Scale AI 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 Scale AI if you want the most established option — it has raised $14.3B, 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 Scale AI — which is better?
It depends on your priority. Databricks is the leaner option; Scale AI has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than Scale AI?
No — Scale AI's cheapest paid plan is Enterprise · Contact sales, while Databricks's is Enterprise · Contact sales.
Do Databricks and Scale AI offer free plans?
Databricks: Free trial only. Scale AI: Paid only.
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