Convex
Databricks
| Feature | Convex | Databricks |
|---|---|---|
| Pricing | Free / from $25/mo | Free / from $0.07/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.5 / 5 |
| Best For | full-stack-developers, real-time-apps, startups, rapid-prototyping | data-engineering-teams, ml-teams, enterprises, large-scale-analytics |
| Founded | 2021 | 2013 |
| Real Time Database | ✓ | ✗ |
| Serverless Functions | ✓ | ✗ |
| File Storage | ✓ | ✗ |
| Authentication | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Vector Search | ✓ | ✗ |
| Data Lakehouse | ✗ | ✓ |
| Sql Analytics | ✗ | ✓ |
| Machine Learning | ✗ | ✓ |
| Real Time Streaming | ✗ | ✓ |
| Data Governance | ✗ | ✓ |
| Notebooks | ✗ | ✓ |
| Delta Lake | ✗ | ✓ |
✓ Convex Pros
- Real-time by default
- TypeScript-first
- Built-in auth and file storage
- Automatic caching
✗ Convex Cons
- Vendor lock-in
- Newer platform
- Limited to Convex runtime
✓ 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
The Verdict
Convex is built for full stack developers and real time apps, with a focus on real-time-database and serverless-functions. Databricks targets data engineering teams and ml teams and leads with data-lakehouse and sql-analytics.
On pricing, Databricks is the clear winner for budget-conscious users — starting at $0.07/mo compared to $25/mo for Convex. That $24.93/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 Convex takes a more focused approach — which can mean a simpler, faster onboarding experience.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.