Databricks
Majestic
| Feature | Databricks | Majestic |
|---|---|---|
| Pricing | Free / from $0.07/mo | Free / from $49.99/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.1 / 5 |
| Best For | data-engineering-teams, ml-teams, enterprises, large-scale-analytics | link-builders, seo-professionals, agencies, enterprise-seo |
| Founded | 2013 | 2004 |
| Data Lakehouse | ✓ | ✗ |
| Sql Analytics | ✓ | ✗ |
| Machine Learning | ✓ | ✗ |
| Real Time Streaming | ✓ | ✗ |
| Data Governance | ✓ | ✗ |
| Notebooks | ✓ | ✗ |
| Delta Lake | ✓ | ✗ |
| Site Explorer | ✗ | ✓ |
| Trust Flow | ✗ | ✓ |
| Citation Flow | ✗ | ✓ |
| Backlink History | ✗ | ✓ |
| Bulk Backlink Checker | ✗ | ✓ |
| Topical Trust Flow | ✗ | ✓ |
✓ Databricks Pros
- Unified platform for data engineering, science, and analytics
- Delta Lake provides ACID transactions on data lakes
- Excellent ML/AI capabilities with MLflow integration
- Community Edition is free for learning
✗ Databricks Cons
- Complex pricing with DBU credits
- Requires data engineering expertise to configure
- Vendor lock-in once deeply integrated
✓ Majestic Pros
- Largest backlink database available
- Unique Trust Flow metric
- Historical index going back years
- Powerful bulk analysis
✗ Majestic Cons
- Focused only on links (no keyword research)
- Steep learning curve
- Expensive API access
The Verdict
Databricks is built for data engineering teams and ml teams, with a focus on data-lakehouse and sql-analytics. Majestic targets link builders and seo professionals and leads with site-explorer and trust-flow.
On pricing, Databricks is the clear winner for budget-conscious users — starting at $0.07/mo compared to $49.99/mo for Majestic. That $49.92/mo difference adds up quickly for growing teams.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Databricks edges out on user ratings (4.5 vs 4.1). While both are well-regarded, that gap reflects real differences in user satisfaction worth considering.
Feature-wise, Databricks offers broader built-in capabilities (7 features vs 6), while Majestic takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Databricks has a slight overall edge — but if largest backlink database available matters most to you, Majestic may still be the right call.