Databricks vs Firecrawl
Which Agents AI tool is better in 2026?
Databricks
The data + AI company
Firecrawl
The API to search, scrape, and interact with the web at scale, powering AI agents with clean web data.
Side-by-side
Databricks is the more established option (raised $5.6B), but Firecrawl is cheaper to start.
| Metric | Databricks | Firecrawl |
|---|---|---|
| Taglinei | The data + AI company | The API to search, scrape, and interact with the web at scale, powering AI agents with clean web data. |
| Foundedi | 2013🏆 | — |
| HQi | San Francisco, US | — |
| Employeesi | 8000+🏆 | — |
| Neuron scorei | 95🏆 | 60 |
| Total fundingi | $5.6B🏆 | Undisclosed |
| Latest roundi | Series L · Dec 2025 | — |
| Valuationi | $134B🏆 | — |
| Cheapest paid plani | — | Hobby · $20/mo🏆 |
| Free plani | ✗ | ✓ Free Plan |
| Free triali | ✓ | ✓ |
| Top tier pricei | Committed Use Plan · Contact sales | Scale · $599/mo |
| Pricing summaryi | 3 published plans | 6 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Databricks and Firecrawl.
| Capability | Databricks | Firecrawl |
|---|---|---|
| MCP support | ✓ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✓ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | 6 (Python, Java, R, Scala…) | 2 (Python, Node.js) |
| 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 Firecrawl
- Lower starting price ($20/mo)
Which should you choose?
Choose Firecrawl if price matters most — it starts at Free trial · From $20/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 Firecrawl — which is better?
It depends on your priority. Databricks has raised more capital and is the more established option; Firecrawl is cheaper to start. See the side-by-side table above.
Is Databricks cheaper than Firecrawl?
No — Firecrawl's cheapest paid plan is Hobby · $20/mo, while Databricks's is Enterprise · Contact sales.
Do Databricks and Firecrawl offer free plans?
Databricks: Free trial only. Firecrawl: Yes, has a free plan.
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