Databricks vs StepFun
Which Agents AI tool is better in 2026?
Databricks
The data + AI company
StepFun
StepFun offers a suite of AI tools including knowledge base Q&A, image creation, and advanced multimodal reasoning models.
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Databricks | StepFun |
|---|---|---|
| Taglinei | The data + AI company | StepFun offers a suite of AI tools including knowledge base Q&A, image creation, and advanced multimodal reasoning models. |
| Foundedi | 2013🏆 | — |
| HQi | San Francisco, US | CN |
| 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 | Step Plan · Contact sales |
| Pricing summaryi | 3 published plans | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and StepFun.
| Capability | Databricks | StepFun |
|---|---|---|
| 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 StepFun
- Strong in AI Agents
Which should you choose?
Choose StepFun if price matters most — it starts at Freemium, 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 StepFun — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; StepFun has broader feature depth. See the side-by-side table above.
Is Databricks cheaper than StepFun?
No — StepFun's cheapest paid plan is Freemium, while Databricks's is Enterprise · Contact sales.
Do Databricks and StepFun offer free plans?
Databricks: Free trial only. StepFun: Paid only.
Explore more AI Agents tools
Contextual paths to related AI startups, deals and rankings.