Databricks
Relevance AI
| Feature | Databricks | Relevance AI |
|---|---|---|
| Pricing | Free / from $0.07/mo | Free / from $199/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.2 / 5 |
| Best For | data-engineering-teams, ml-teams, enterprises, large-scale-analytics | operations-teams, sales-teams, agencies, business-analysts |
| Founded | 2013 | 2020 |
| Data Lakehouse | ✓ | ✗ |
| Sql Analytics | ✓ | ✗ |
| Machine Learning | ✓ | ✗ |
| Real Time Streaming | ✓ | ✗ |
| Data Governance | ✓ | ✗ |
| Notebooks | ✓ | ✗ |
| Delta Lake | ✓ | ✗ |
| Agent Builder | ✗ | ✓ |
| Tool Steps | ✗ | ✓ |
| Knowledge Base | ✗ | ✓ |
| Scheduling | ✗ | ✓ |
| Integrations | ✗ | ✓ |
| Analytics | ✗ | ✓ |
✓ 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
✓ Relevance AI Pros
- No-code agent builder
- Pre-built agent templates
- Multi-step tool chains
- Team management for AI agents
✗ Relevance AI Cons
- Expensive for heavy usage
- Complex agents need iteration
- Limited LLM provider choices
The Verdict
Databricks is built for data engineering teams and ml teams, with a focus on data-lakehouse and sql-analytics. Relevance AI targets operations teams and sales teams and leads with agent-builder and tool-steps.
On pricing, Databricks is the clear winner for budget-conscious users — starting at $0.07/mo compared to $199/mo for Relevance AI. That $198.93/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.
Feature-wise, Databricks offers broader built-in capabilities (7 features vs 6), while Relevance AI takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Databricks has a slight overall edge — but if no-code agent builder matters most to you, Relevance AI may still be the right call.