Bright Data vs Databricks
Which Data Engineering AI tool is better in 2026?
Bright Data
Unlock the web's data with an all-in-one platform for proxies, web scraping, and AI-ready datasets.
Databricks
The data + AI company
Side-by-side
Databricks is the more established option (raised $5.6B); pricing is comparable on both sides.
| Metric | Bright Data | Databricks |
|---|---|---|
| Taglinei | Unlock the web's data with an all-in-one platform for proxies, web scraping, and AI-ready datasets. | The data + AI company |
| Foundedi | — | 2013🏆 |
| HQi | — | San Francisco, US |
| Employeesi | — | 8000+🏆 |
| Neuron scorei | 59 | 95🏆 |
| Total fundingi | Undisclosed | $5.6B🏆 |
| Latest roundi | — | Series L · Dec 2025 |
| Valuationi | — | $134B🏆 |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✓ | ✗ |
| Free triali | ✗ | ✓ |
| Top tier pricei | Pricing not disclosed | Committed Use Plan · Contact sales |
| Pricing summaryi | Free | 3 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Bright Data and Databricks.
| Capability | Bright Data | Databricks |
|---|---|---|
| MCP support | ✗ | ✓ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✓ |
| OAuth 2.0 | ✗ | ✓ |
| SDK languages | — | 6 (Python, Java, R, Scala…) |
| Free plan | ✓ | ✗ |
| Free trial | ✗ | ✓ |
| Verified | ✗ | ✓ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Bright Data
- Offers a free plan
🔵 Strengths of Databricks
- Has raised more capital ($5.6B vs Undisclosed)
- Higher Neuron score (95 vs 59)
- Offers a free trial
- Newer company (2013)
Which should you choose?
Choose Databricks if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Data Engineering 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
Bright Data vs Databricks — which is better?
It depends on your priority. Bright Data is the leaner option; Databricks has broader feature depth. See the side-by-side table above.
Is Bright Data cheaper than Databricks?
No — Databricks's cheapest paid plan is Enterprise · Contact sales, while Bright Data's is Free.
Do Bright Data and Databricks offer free plans?
Bright Data: Yes, has a free plan. Databricks: Free trial only.
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