Databricks vs Helicone
Which Infrastructure AI tool is better in 2026?
Databricks
The data + AI company
Helicone
Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications.
Side-by-side
Databricks is the more established option (raised $5.6B), but Helicone is cheaper to start.
| Metric | Databricks | Helicone |
|---|---|---|
| Taglinei | The data + AI company | Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications. |
| Foundedi | 2013🏆 | — |
| HQi | San Francisco, US | US |
| Employeesi | 8000+🏆 | 11-50 |
| Neuron scorei | 95🏆 | 60 |
| Total fundingi | $5.6B🏆 | Undisclosed |
| Latest roundi | Series L · Dec 2025 | — |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | —🏆 |
| Free plani | ✗ | ✓ Free Trial |
| Free triali | ✓ | ✓ |
| Top tier pricei | Committed Use Plan · Contact sales | — |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Helicone.
| Capability | Databricks | Helicone |
|---|---|---|
| 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)
- Newer company (2013)
- Verified profile
🔵 Strengths of Helicone
- Offers a free plan
- Lower starting price ($79/mo)
Which should you choose?
Choose Helicone if price matters most — it starts at Free · From $79/mo, 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 Helicone — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Helicone is cheaper to start. See the side-by-side table above.
Is Databricks cheaper than Helicone?
No — Helicone's cheapest paid plan is Free, while Databricks's is Enterprise · Contact sales.
Do Databricks and Helicone offer free plans?
Databricks: Free trial only. Helicone: Yes, has a free plan.
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