Databricks vs Snorkel AI
Which Agents AI tool is better in 2026?
Databricks
The data + AI company
Snorkel AI
Snorkel AI helps frontier labs and AI teams develop specialized training data and environments to differentiate their models and agents.
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | Snorkel AI |
|---|---|---|
| Taglinei | The data + AI company | Snorkel AI helps frontier labs and AI teams develop specialized training data and environments to differentiate their models and agents. |
| Foundedi | 2013🏆 | — |
| HQi | San Francisco, US | US |
| Employeesi | 8000+🏆 | — |
| Neuron scorei | 95🏆 | 60 |
| Total fundingi | $5.6B🏆 | Undisclosed |
| Latest roundi | Series L · Dec 2025 | — |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | — |
| Free plani | ✗ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Committed Use Plan · Contact sales | Custom Data Development · Contact sales |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Snorkel AI.
| Capability | Databricks | Snorkel AI |
|---|---|---|
| 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 Undisclosed)
- Higher Neuron score (95 vs 60)
- Offers a free trial
- Newer company (2013)
🔵 Strengths of Snorkel AI
- Strong in AI Agents
Which should you choose?
Choose Snorkel AI if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Agents 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 Snorkel AI — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Snorkel AI has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than Snorkel AI?
No — Snorkel AI's cheapest paid plan is Enterprise · Contact sales, while Databricks's is Enterprise · Contact sales.
Do Databricks and Snorkel AI offer free plans?
Databricks: Free trial only. Snorkel AI: Paid only.
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