Databricks vs Vast.ai
Which Agents AI tool is better in 2026?
Databricks
The data + AI company
Vast.ai
Agent-ready GPU infrastructure for AI, offering API-native provisioning, real-time pricing, and per-second billing.
Side-by-side
Databricks is the more established option (raised $5.6B), but Vast.ai is cheaper to start.
| Metric | Databricks | Vast.ai |
|---|---|---|
| Taglinei | The data + AI company | Agent-ready GPU infrastructure for AI, offering API-native provisioning, real-time pricing, and per-second billing. |
| Foundedi | 2013🏆 | — |
| HQi | San Francisco, US | — |
| Employeesi | 8000+🏆 | — |
| Neuron scorei | 95🏆 | 59 |
| 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 | Clusters · Contact sales |
| Pricing summaryi | 3 published plans | 3 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Vast.ai.
| Capability | Databricks | Vast.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
- Has raised more capital ($5.6B vs Undisclosed)
- Higher Neuron score (95 vs 59)
- Offers a free trial
- Newer company (2013)
🔵 Strengths of Vast.ai
- Lower starting price ($5/mo)
Which should you choose?
Choose Vast.ai if price matters most — it starts at Paid · From $5/mo, 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 Vast.ai — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Vast.ai is cheaper to start. See the side-by-side table above.
Is Databricks cheaper than Vast.ai?
No — Vast.ai's cheapest paid plan is Paid · From $5/mo, while Databricks's is Enterprise · Contact sales.
Do Databricks and Vast.ai offer free plans?
Databricks: Free trial only. Vast.ai: Paid only.
Explore more AI Agents tools
Contextual paths to related AI startups, deals and rankings.